With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Semester (Sem) | | 1 | First Semester | | 2 | Second Semester | | A | Annual course | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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The calculation of the number of students enrolled only considers students enrolled in the academic year in question and does not include any possible students who may be attending but who are enrolled in previous academic years.
In case of structured courses taught by more professors, the number of students enrolled is related to the individual professor module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
|
Accelerating massive MIMO in 6G communications by analog in-memory computing circuits (Show >>)(Hide <<)
|
| Author/s |
Mannocci, Piergiulio; Melacarne, Enrico; Pedretti, Giacomo; Villa, Corrado; Sancandi, Flavio; Spagnolini, Umberto; Ielmini, Daniele |
| Title of the convention |
2023 IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1248539 |
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Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM) (Show >>)(Hide <<)
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| Author/s |
Cattaneo, L; Baldo, M; Lepri, N; Sancandi, F; Borghi, M; Petroni, E; Serafini, A; Annunziata, R; Redaelli, A; Ielmini, D |
| Title of the convention |
2023 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1248540 |
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In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime (Show >>)(Hide <<)
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| Author/s |
Lepri, N; Gibertini, P; Mannocci, P; Pirovano, A; Tortorelli, I; Fantini, P; Ielmini, D |
| Title of the convention |
2023 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
73 - 76 |
| Item link |
http://hdl.handle.net/11311/1248538 |
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Thermal-Induced Multi-State Memristors for Neuromorphic Engineering (Show >>)(Hide <<)
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| Author/s |
Li, Ren; Shreya, Sonal; Ricci, Saverio; Bridarolli, Davide; Ielmini, Daniele; Farkhani, Hooman; Moradi, Farshad |
| Title of the convention |
2023 IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1248537 |
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Unveiling Retention Physical Mechanism of Ge-rich GST ePCM Technology (Show >>)(Hide <<)
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| Author/s |
Laurin, L; Baldo, M; Petroni, E; Samanni, G; Turconi, L; Motta, A; Borghi, M; Serafini, A; Codegoni, D; Scuderi, M; Ran, S; Claverie, A; Ielmini, D; Annunziata, R; Redaelli, A |
| Title of the convention |
2023 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Monterey |
| Title of the review |
--
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1248541 |
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| Journal Articles |
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A Generalized Block-Matrix Circuit for Closed-Loop Analog In-Memory Computing (Show >>)(Hide <<)
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| Author/s |
Mannocci, P; Ielmini, D |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
9 |
| Brochure |
1 |
| Pages |
47 - 55 |
| Item link |
http://hdl.handle.net/11311/1244218 |
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A Multilayer Neural Accelerator With Binary Activations Based on Phase-Change Memory (Show >>)(Hide <<)
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| Author/s |
Bertuletti, Marco; Munoz-Martin, Irene; Bianchi, Stefano; Bonfanti, Andrea G.; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
70 |
| Brochure |
3 |
| Pages |
986 - 992 |
| Item link |
http://hdl.handle.net/11311/1230765 |
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A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing (Show >>)(Hide <<)
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| Author/s |
Bianchi, S; Muñoz-Martin, I; Covi, E; Bricalli, A; Piccolboni, G; Regev, A; Molas, G; Nodin, J F; Andrieu, F; Ielmini, D |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
14 |
| Brochure |
1 |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1235283 |
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Hybrid 2D-CMOS microchips for memristive applications (Show >>)(Hide <<)
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| Author/s |
Zhu, Kaichen; Pazos, Sebastian; Aguirre, Fernando; Shen, Yaqing; Yuan, Yue; Zheng, Wenwen; Alharbi, Osamah; Villena, Marco A; Fang, Bin; Li, Xinyi; Milozzi, Alessandro; Farronato, Matteo; Muñoz-Rojo, Miguel; Wang, Tao; Li, Ren; Fariborzi, Hossein; Roldan, Juan B; Benstetter, Guenther; Zhang, Xixiang; Alshareef, Husam N; Grasser, Tibor; Wu, Huaqiang; Ielmini, Daniele; Lanza, Mario |
| Title of the review |
NATURE (ISSN: 1476-4687) |
| Volume |
618 |
| Brochure |
7963 |
| Pages |
57 - 62 |
| Item link |
http://hdl.handle.net/11311/1239357 |
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In-memory computing with emerging memory devices: Status and outlook (Show >>)(Hide <<)
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| Author/s |
Mannocci, P.; Farronato, M.; Lepri, N.; Cattaneo, L.; Glukhov, A.; Sun, Z.; Ielmini, D. |
| Title of the review |
APL MACHINE LEARNING (ISSN: 2770-9019) |
| Volume |
1 |
| Brochure |
1 |
| Pages |
1 - 25 |
| Item link |
http://hdl.handle.net/11311/1230756 |
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Modeling and Analysis of Virgin Ge-Rich GST Embedded Phase Change Memories (Show >>)(Hide <<)
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| Author/s |
Baldo, M.; Melnic, O.; Scudieri, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Laurin, L.; Redaelli, A.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
70 |
| Brochure |
3 |
| Pages |
1055 - 1060 |
| Item link |
http://hdl.handle.net/11311/1230766 |
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Process-Voltage-Temperature Variations Assessment in Energy-Aware Resistive RAM-Based FPGAs (Show >>)(Hide <<)
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| Author/s |
Rizzi, Tommaso; Baroni, Andrea; Glukhov, Artem; Bertozzi, Davide; Wenger, Christian; Ielmini, Daniele; Zambelli, Cristian |
| Title of the review |
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY (ISSN: 1530-4388) |
| Volume |
23 |
| Brochure |
3 |
| Pages |
328 - 336 |
| Item link |
http://hdl.handle.net/11311/1249541 |
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Threshold Switching by Bipolar Avalanche Multiplication in Ovonic Chalcogenide Glasses (Show >>)(Hide <<)
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| Author/s |
Fantini, Paolo; Polino, Nicola; Ghetti, Andrea; Ielmini, Daniele |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
9 |
| Brochure |
7 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1236303 |
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| List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
|
NANOWIRE-BASED DEVICE FOR IMPLEMENTING A RESERVOIR FOR A NEURAL NETWORK (Show >>)(Hide <<)
|
| Author/s |
Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino, ISTITUTO NAZIONALE DI RICERCA METROLOGICA |
| Patent number |
PCT/IB2022/056632 |
| Item link |
http://hdl.handle.net/11311/1237307 |
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| Contributions on scientific books |
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Analogue In-Memory Computing with Resistive Switching Memories (Show >>)(Hide <<)
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| Author/s of the contributin |
Pedretti, Giacomo; Ielmini, Daniele |
| Title of the book |
Machine Learning and Non-Volatile Memories (ISBN: 978-3-031-03840-2; 978-3-031-03841-9) |
| Author/s of the book |
Rino Micheloni, Cristian Zambelli |
| Publisher |
Springer |
| Pages |
61 - 86 |
| Item link |
http://hdl.handle.net/11311/1217641 |
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Computing with nonvolatile memories for artificial intelligence (Show >>)(Hide <<)
|
| Author/s of the contributin |
Pedretti, Giacomo; Ielmini, Daniele |
| Title of the book |
Semiconductor Memories and Systems (ISBN: 9780128207581) |
| Author/s of the book |
Andrea Redaelli, Fabio Pellizzer |
| Publisher |
Woodhead Publishing |
| Pages |
305 - 334 |
| Item link |
http://hdl.handle.net/11311/1219087 |
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| Conference proceedings |
|
A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training (Show >>)(Hide <<)
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| Author/s |
Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabe; Serrano-Gotarredona, Teresa |
| Title of the convention |
IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Austin, TX, USA |
| Period of the convention |
28 mag 2022 – 1 giu 2022 |
| Title of the review |
--
|
| Pages |
210 - 214 |
| Item link |
http://hdl.handle.net/11311/1227859 |
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|
Characterization of reset state through energy activation study in Ge-GST based ePCM (Show >>)(Hide <<)
|
| Author/s |
Baldo, M; Turconi, L; Motta, A; Petroni, E; Laurin, L; Ielmini, D; Redaelli, A |
| Title of the convention |
European Solid-State Device Research Conference (ESSDERC) |
| Location of the convention |
Milano |
| Title of the review |
--
|
| Pages |
229 - 232 |
| Item link |
http://hdl.handle.net/11311/1230767 |
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|
Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories (Show >>)(Hide <<)
|
| Author/s |
Ricci, S; Kappel, D; Tetzlaff, C; Ielmini, D; Covi, E |
| Title of the convention |
IEEE International Conference on Electronics, Circuits and Systems (ICECS) |
| Location of the convention |
Glasgow, UK |
| Title of the review |
--
|
| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1230769 |
|
|
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays (Show >>)(Hide <<)
|
| Author/s |
Glukhov, A; Lepri, N; Milo, V; Baroni, A; Zambelli, C; Olivo, P; Perez, E; Wenger, C; Ielmini, D |
| Title of the convention |
30th International Conference on Very Large Scale Integration (VLSI-SoC) |
| Location of the convention |
Patras, Greece |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1230768 |
|
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Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the convention |
IEEE International Symposium on Circuits and Systems, ISCAS 2022 |
| Location of the convention |
Austin, TX, USA |
| Period of the convention |
27/05/2022 - 01/06/2022 |
| Title of the review |
--
|
| Pages |
326 - 330 |
| Item link |
http://hdl.handle.net/11311/1226615 |
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Low-current, highly linear synaptic memory device based on MoS2 transistors for online training and inference (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkani, Shahin; Compagnoni, Christian Monzio; Ielmini, Daniele |
| Title of the convention |
IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS) |
| Location of the convention |
Incheon, Republic of Korea |
| Title of the review |
--
|
| Pages |
17 - 20 |
| Item link |
http://hdl.handle.net/11311/1221130 |
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Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators (Show >>)(Hide <<)
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| Author/s |
Lepri, N.; Glukhov, A.; Ielmini, D. |
| Title of the convention |
IEEE INTERNATIONAL RELIABILITY PHYSICS SYMPOSIUM PROCEEDINGS |
| Location of the convention |
Dallas, TX |
| Period of the convention |
March 27-31, 2022 |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1219088 |
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Modeling Environment for Ge-rich GST Phase Change Memory Cells (Show >>)(Hide <<)
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| Author/s |
Baldo, M.; Laurin, L.; Petroni, E.; Samanni, G.; Allegra, M.; Gomiero, E.; Ielmini, D.; Redaelli, A. |
| Title of the convention |
2022 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Dresda, Germany |
| Title of the review |
--
|
| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1217546 |
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Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators (Show >>)(Hide <<)
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| Author/s |
Glukhov, A.; Milo, V.; Baroni, A.; Lepri, N.; Zambelli, C.; Olivo, P.; Perez, E.; Wenger, C.; Ielmini, D. |
| Title of the convention |
2022 IEEE International Reliability Physics Symposium (IRPS) |
| Location of the convention |
Dallas, TX |
| Title of the review |
--
|
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1219089 |
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Status and challenges of in-memory computing for neural accelerators (Show >>)(Hide <<)
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| Author/s |
Ielmini, D.; Lepri, N.; Mannocci, P.; Glukhov, A. |
| Title of the convention |
2022 International Symposium on VLSI Technology, Systems and Applications, VLSI-TSA 2022 |
| Location of the convention |
twn |
| Period of the convention |
2022 |
| Title of the review |
--
|
| Pages |
1 - 2 |
| Item link |
http://hdl.handle.net/11311/1216777 |
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Thermal switching of TiO2-based RRAM for parameter extraction and neuromorphic engineering (Show >>)(Hide <<)
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| Author/s |
Milozzi, A; Reiser, D; Drost, A; Neuner, T; Tornow, M; Ielmini, D |
| Title of the convention |
ESSDERC 2022- IEEE 48th European Solid State Device Research Conference (ESSDERC), 2022 |
| Location of the convention |
Milano |
| Title of the review |
--
|
| Pages |
133 - 136 |
| Item link |
http://hdl.handle.net/11311/1230757 |
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| Scientific Books |
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Resistive Switching: Oxide Materials, Mechanisms, Devices and Operations (Show >>)(Hide <<)
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| Journal Articles |
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2022 roadmap on neuromorphic computing and engineering (Show >>)(Hide <<)
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| Author/s |
Christensen, Dennis Valbjørn; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott Tom; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J. Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; Li, Xuan; Pernice, Wolfram HP; Bhaskaran, Harish; Furber, Steve; Neftci, Emre; Scherr, Franz; Maass, Wolfgang; Ramaswamy, Srikanth; Tapson, Jonathan; Panda, Priyadarshini; Kim, Youngeun; Tanaka, Gouhei; Thorpe, Simon; Bartolozzi, Chiara; Cleland, Thomas A; Posch, Christoph; Liu, Shih-Chii; Panuccio, Gabriella; Mahmud, Mufti; Mazumder, Arnab Neelim; Hosseini, Morteza; Mohsenin, Tinoosh; Donati, Elisa; Tolu, Silvia; Galeazzi, Roberto; Christensen, Martin Ejsing; Holm, Sune; Ielmini, Daniele; Pryds, Nini |
| Title of the review |
NEUROMORPHIC COMPUTING AND ENGINEERING (ISSN: 2634-4386) |
| Volume |
2 |
| Brochure |
-- |
| Pages |
1 - 113 |
| Item link |
http://hdl.handle.net/11311/1216776 |
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A CMOS-memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity (Show >>)(Hide <<)
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| Author/s |
Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabé; Serrano-Gotarredona, Teresa |
| Title of the review |
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (ISSN: 1364-503X) |
| Volume |
380 |
| Brochure |
2228 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1217545 |
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An analogue in-memory ridge regression circuit with application to massive MIMO acceleration (Show >>)(Hide <<)
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| Author/s |
Mannocci, P.; Melacarne, E.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS (ISSN: 2156-3357) |
| Volume |
12 |
| Brochure |
4 |
| Pages |
952 - 962 |
| Item link |
http://hdl.handle.net/11311/1223995 |
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An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories (Show >>)(Hide <<)
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| Author/s |
Baroni, Andrea; Glukhov, Artem; Pérez, Eduardo; Wenger, Christian; Calore, Enrico; Schifano, Sebastiano Fabio; Olivo, Piero; Ielmini, Daniele; Zambelli, Cristian |
| Title of the review |
FRONTIERS IN NEUROSCIENCE (ISSN: 1662-4548) |
| Volume |
16 |
| Brochure |
-- |
| Pages |
1 - 16 |
| Item link |
http://hdl.handle.net/11311/1222121 |
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| Author/s |
Redaelli, A; Gandolfo, A; Samanni, G; Gomiero, E; Petroni, E; Scotti, L; Lippiello, A; Mattavelli, P; Jasse, J; Codegoni, D; Serafini, A; Ranica, R; Boccaccio, C; Sandrini, J; Berthelon, R; Grenier, Jc; Weber, O; Turgis, D; Valery, A; Del Medico, S; Caubet, V; Reynard, Jp; Dutartre, D; Favennec, L; Conte, A; Disegni, F; De Tomasi, M; Ventre, A; Baldo, M; Ielmini, D; Maurelli, A; Ferreira, P; Arnaud, F; Piazza, F; Cappelletti, P; Annunziata, R; Gonella, R |
| Title of the review |
IEEE JOURNAL OF THE ELECTRON DEVICES SOCIETY (ISSN: 2168-6734) |
| Volume |
10 |
| Brochure |
-- |
| Pages |
563 - 568 |
| Item link |
http://hdl.handle.net/11311/1220301 |
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Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning (Show >>)(Hide <<)
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| Author/s |
Ricci, S; Mannocci, P; Farronato, M; Hashemkhani, S; Ielmini, D |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
4 |
| Brochure |
8 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1220090 |
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HfO2-based resistive switching memory devices for neuromorphic computing (Show >>)(Hide <<)
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| Author/s |
Brivio, S; Spiga, S; Ielmini, D |
| Title of the review |
NEUROMORPHIC COMPUTING AND ENGINEERING (ISSN: 2634-4386) |
| Volume |
2 |
| Brochure |
4 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1222605 |
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In-Memory Principal Component Analysis by Crosspoint Array of Resistive Switching Memory: A New Hardware Approach for Energy-Efficient Data Analysis in Edge Computing (Show >>)(Hide <<)
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| Author/s |
Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the review |
IEEE NANOTECHNOLOGY MAGAZINE (ISSN: 1932-4310) |
| Volume |
16 |
| Brochure |
2 |
| Pages |
4 - 13 |
| Item link |
http://hdl.handle.net/11311/1210234 |
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Invited Tutorial: Analog Matrix Computing with Crosspoint Resistive Memory Arrays (Show >>)(Hide <<)
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| Author/s |
Sun, Z.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (ISSN: 1549-7747) |
| Volume |
69 |
| Brochure |
7 |
| Pages |
3024 - 3029 |
| Item link |
http://hdl.handle.net/11311/1218512 |
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Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity (Show >>)(Hide <<)
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| Author/s |
John, Rohit Abraham; Milozzi, Alessandro; Tsarev, Sergey; Brönnimann, Rolf; Boehme, Simon C; Wu, Erfu; Shorubalko, Ivan; Kovalenko, Maksym V; Ielmini, Daniele |
| Title of the review |
SCIENCE ADVANCES (ISSN: 2375-2548) |
| Volume |
8 |
| Brochure |
51 |
| Pages |
1 - 11 |
| Item link |
http://hdl.handle.net/11311/1227858 |
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Low Conductance State Drift Characterization and Mitigation in Resistive Switching Memories (RRAM) for Artificial Neural Networks (Show >>)(Hide <<)
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| Author/s |
Baroni, A; Glukhov, A; Perez, E; Wenger, C; Ielmini, D; Olivo, P; Zambelli, C |
| Title of the review |
IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY (ISSN: 1530-4388) |
| Volume |
22 |
| Brochure |
3 |
| Pages |
340 - 347 |
| Item link |
http://hdl.handle.net/11311/1222119 |
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Memtransistor Devices Based on MoS 2 Multilayers with Volatile Switching due to Ag Cation Migration (Show >>)(Hide <<)
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| Author/s |
Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkhani, Shahin; Bricalli, Alessandro; Ielmini, Daniele |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
8 |
| Brochure |
8 |
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1220089 |
|
|
Modeling and Compensation of IR Drop in Crosspoint Accelerators of Neural Networks (Show >>)(Hide <<)
|
| Author/s |
Lepri, N.; Baldo, M.; Mannocci, P.; Glukhov, A.; Milo, V.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
69 |
| Brochure |
3 |
| Pages |
1575 - 1581 |
| Item link |
http://hdl.handle.net/11311/1206538 |
|
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Pavlovian conditioning achieved via one-transistor/one-resistor memristive synapse (Show >>)(Hide <<)
|
| Author/s |
Cheng, Yankun; Lin, Ya; Zeng, Tao; Shan, Xuanyu; Wang, Zhongqiang; Zhao, Xiaoning; Ielmini, Daniele; Xu, Haiyang; Liu, Yichun |
| Title of the review |
APPLIED PHYSICS LETTERS (ISSN: 0003-6951) |
| Volume |
120 |
| Brochure |
13 |
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1210200 |
|
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Redox memristors with volatile threshold switching behavior for neuromorphic computing (Show >>)(Hide <<)
|
| Author/s |
Wang, Yu-Hao; Gong, Tian-Cheng; Ding, Ya-Xin; Li, Yang; Wang, Wei; Chen, Zi-Ang; Du, Nan; Covi, Erika; Farronato, Matteo; Ielmini, Daniele; Zhang, Xu-Meng; Luo, Qing |
| Title of the review |
JOURNAL OF ELECTRONIC SCIENCE AND TECHNOLOGY (ISSN: 1674-862X) |
| Volume |
20 |
| Brochure |
4 |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1227857 |
|
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Three-Terminal Ovonic Threshold Switch (3T-OTS) with Tunable Threshold Voltage for Versatile Artificial Sensory Neurons (Show >>)(Hide <<)
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| Author/s |
Lee, H.; Cho, S. W.; Kim, S. J.; Lee, J.; Kim, K. S.; Kim, I.; Park, J. -K.; Kwak, J. Y.; Kim, J.; Park, J.; Jeong, Y.; Hwang, G. W.; Lee, K. -S.; Ielmini, D.; Lee, S. |
| Title of the review |
NANO LETTERS (ISSN: 1530-6984) |
| Volume |
22 |
| Brochure |
2 |
| Pages |
733 - 739 |
| Item link |
http://hdl.handle.net/11311/1199406 |
|
| List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
|
Dispositivo basato su nanofili per l’implementazione di un reservoir per una rete neurale (Show >>)(Hide <<)
|
| Author/s |
Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G. |
| Patent owner |
Politecnico di Milano, Politecnico di Torino, ISTITUTO NAZIONALE DI RICERCA METROLOGICA |
| Patent number |
102021000019277 |
| Item link |
http://hdl.handle.net/11311/1213995 |
|
| Contributions on scientific books |
| Author/s of the contributin |
Ielmini, Daniele |
| Title of the book |
The World Scientific Reference of Amorphous Materials (ISBN: 978-981-12-1556-8; 978-981-12-1557-5) |
| Author/s of the book |
Alexander V Kolobov and Koichi Shimakawa |
| Publisher |
World Scientific |
| Pages |
341 - 365 |
| Item link |
http://hdl.handle.net/11311/1174907 |
|
| Conference proceedings |
|
Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM) (Show >>)(Hide <<)
|
| Author/s |
Pedretti, G.; Ambrosi, E.; Ielmini, D. |
| Title of the convention |
2021 IEEE International Reliability Physics Symposium, IRPS 2021 |
| Location of the convention |
usa |
| Period of the convention |
2021 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1173656 |
|
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Improving Ge-rich GST ePCM reliability through BEOL engineering (Show >>)(Hide <<)
|
| Author/s |
Redaelli, A.; Gandolfo, A.; Samanni, G.; Gomiero, E.; Petroni, E.; Scotti, L.; Lippiello, A.; Mattavelli, P.; Jasse, J.; Codegoni, D.; Serafini, A.; Ranica, R.; Boccaccio, C.; Sandrini, J.; Berthelon, R.; Grenier, Jc.; Weber, O.; Turgis, D.; Valery, A.; Del Medico, S.; Caubet, V.; Reynard, Jp.; Dutartre, D.; Favennec, L.; Conte, A.; Disegni, F.; De Tomasi, M.; Ventre, A.; Baldo, M.; Ielmini, D.; Maurelli, A.; Ferreira, P.; Arnaud, F.; Piazza, F.; Cappelletti, P.; Annunziata, R.; Gonella, R. |
| Title of the convention |
ESSDERC 2021 - IEEE 51st European Solid-State Device Research Conference (ESSDERC) |
| Location of the convention |
Grenoble, France |
| Title of the review |
--
|
| Pages |
231 - 234 |
| Item link |
http://hdl.handle.net/11311/1194824 |
|
|
Modeling of oxide-based ECRAM programming by drift-diffusion ion transport (Show >>)(Hide <<)
|
| Author/s |
Baldo, Matteo; Ielmini, Daniele |
| Title of the convention |
2021 IEEE International Memory Workshop (IMW) |
| Location of the convention |
Dresden |
| Title of the review |
--
|
| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1175629 |
|
|
Optimized programming algorithms for multilevel RRAM in hardware neural networks (Show >>)(Hide <<)
|
| Author/s |
Milo, V.; Anzalone, F.; Zambelli, C.; Perez, E.; Mahadevaiah, M. K.; Ossorio, O. G.; Olivo, P.; Wenger, C.; Ielmini, D. |
| Title of the convention |
2021 IEEE International Reliability Physics Symposium, IRPS 2021 |
| Location of the convention |
usa |
| Period of the convention |
2021 |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1173657 |
|
|
Tackling the Low Conductance State Drift through Incremental Reset and Verify in RRAM arrays (Show >>)(Hide <<)
|
| Author/s |
Baroni, Andrea; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele |
| Title of the convention |
IEEE International Integrated Reliability Workshop (IIRW) |
| Location of the convention |
Lake Tahoe, USA |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1194801 |
|
| Journal Articles |
|
A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing (Show >>)(Hide <<)
|
| Author/s |
Munoz-Martin, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Melnic, O.; Ielmini, D. |
| Title of the review |
FRONTIERS IN NEUROSCIENCE (ISSN: 1662-4548) |
| Volume |
15 |
| Brochure |
-- |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1188477 |
|
|
A Drift-Resilient Hardware Implementation of Neural Accelerators Based on Phase Change Memory Devices (Show >>)(Hide <<)
|
| Author/s |
Munoz-Martin, I.; Bianchi, S.; Melnic, O.; Bonfanti, A. G.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
6076 - 6081 |
| Item link |
http://hdl.handle.net/11311/1191359 |
|
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A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors (Show >>)(Hide <<)
|
| Author/s |
Mannocci, Piergiulio; Pedretti, Giacomo; Giannone, Elisabetta; Melacarne, Enrico; Sun, Zhong; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (ISSN: 1549-8328) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
4889 - 4899 |
| Item link |
http://hdl.handle.net/11311/1189813 |
|
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Accurate Program/Verify Schemes of Resistive Switching Memory (RRAM) for In-Memory Neural Network Circuits (Show >>)(Hide <<)
|
| Author/s |
Milo, Valerio; Glukhov, Artem; Perez, Eduardo; Zambelli, Cristian; Lepri, Nicola; Mahadevaiah, Mamathamba Kalishettyhalli; Quesada, Emilio Perez-Bosch; Olivo, Piero; Wenger, Christian; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
8 |
| Pages |
3832 - 3837 |
| Item link |
http://hdl.handle.net/11311/1181428 |
|
|
|
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Combining accuracy and plasticity in convolutional neural networks based on resistive memory arrays for autonomous learning (Show >>)(Hide <<)
|
| Author/s |
Bianchi, S.; Munoz-Martin, I.; Covi, E.; Bricalli, A.; Piccoloni, G.; Regev, A.; Molas, G.; Nodin, J. F.; Andrieu, F.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
7 |
| Brochure |
2 |
| Pages |
132 - 140 |
| Item link |
http://hdl.handle.net/11311/1190413 |
|
|
Empirical metal-oxide RRAM device endurance and retention model for deep learning simulations (Show >>)(Hide <<)
|
| Author/s |
Lammie, C.; Azghadi, M. R.; Ielmini, D. |
| Title of the review |
SEMICONDUCTOR SCIENCE AND TECHNOLOGY (ISSN: 0268-1242) |
| Volume |
36 |
| Brochure |
6 |
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1173655 |
|
|
In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks (Show >>)(Hide <<)
|
| Author/s |
Milano, G.; Pedretti, G.; Montano, K.; Ricci, S.; Hashemkhani, S.; Boarino, L.; Ielmini, D.; Ricciardi, C. |
| Title of the review |
NATURE MATERIALS (ISSN: 1476-1122) |
| Volume |
21 |
| Brochure |
2 |
| Pages |
195-202 - 202 |
| Item link |
http://hdl.handle.net/11311/1199405 |
|
|
In-memory computing with resistive memory circuits: Status and outlook (Show >>)(Hide <<)
|
|
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Materials challenges and opportunities for brain-inspired computing (Show >>)(Hide <<)
|
| Author/s |
Zhao, Y. D.; Kang, J. F.; Ielmini, D. |
| Title of the review |
MRS BULLETIN (ISSN: 0883-7694) |
| Volume |
46 |
| Brochure |
-- |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1191235 |
|
|
Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays (Show >>)(Hide <<)
|
| Author/s |
Wang, S.; Sun, Z.; Liu, Y.; Bao, S.; Cai, Y.; Ielmini, D.; Huang, R. |
| Title of the review |
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (ISSN: 1549-8328) |
| Volume |
68 |
| Brochure |
12 |
| Pages |
4900 - 4909 |
| Item link |
http://hdl.handle.net/11311/1191236 |
|
|
Redundancy and Analog Slicing for Precise In-Memory Machine Learning--Part II: Applications and Benchmark (Show >>)(Hide <<)
|
| Author/s |
Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4379 - 4383 |
| Item link |
http://hdl.handle.net/11311/1182410 |
|
|
Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques (Show >>)(Hide <<)
|
| Author/s |
Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4373 - 4378 |
| Item link |
http://hdl.handle.net/11311/1182411 |
|
|
Standards for the Characterization of Endurance in Resistive Switching Devices (Show >>)(Hide <<)
|
| Author/s |
Lanza, Mario; Waser, Rainer; Ielmini, Daniele; Yang, J Joshua; Goux, Ludovic; Suñe, Jordi; Kenyon, Anthony Joseph; Mehonic, Adnan; Spiga, Sabina; Rana, Vikas; Wiefels, Stefan; Menzel, Stephan; Valov, Ilia; Villena, Marco A; Miranda, Enrique; Jing, Xu; Campabadal, Francesca; Gonzalez, Mireia B; Aguirre, Fernando; Palumbo, Felix; Zhu, Kaichen; Roldan, Juan Bautista; Puglisi, Francesco Maria; Larcher, Luca; Hou, Tuo-Hung; Prodromakis, Themis; Yang, Yuchao; Huang, Peng; Wan, Tianqing; Chai, Yang; Pey, Kin Leong; Raghavan, Nagarajan; Dueñas, Salvador; Wang, Tao; Xia, Qiangfei; Pazos, Sebastian |
| Title of the review |
ACS NANO (ISSN: 1936-0851) |
| Volume |
15 |
| Brochure |
11 |
| Pages |
17214 - 17231 |
| Item link |
http://hdl.handle.net/11311/1190401 |
|
|
Switching Dynamics of Ag Based Filamentary Volatile Resistive Switching Devices--Part I: Experimental Characterization (Show >>)(Hide <<)
|
| Author/s |
Covi, E.; Wang, W.; Lin, Y.; Farronato, M.; Ambrosi, E.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4335 - 4341 |
| Item link |
http://hdl.handle.net/11311/1182416 |
|
|
Switching Dynamics of Ag-Based Filamentary Volatile Resistive Switching Devices--Part II: Mechanism and Modeling (Show >>)(Hide <<)
|
| Author/s |
Wang, W.; Covi, E.; Lin, Y.; Ambrosi, E.; Milozzi, A.; Sbandati, C.; Farronato, M.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
68 |
| Brochure |
9 |
| Pages |
4342 - 4349 |
| Item link |
http://hdl.handle.net/11311/1182420 |
|
| List of publications and reserach products for the year 2020 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
|
Applications of Resistive Switching Memory as Hardware Security Primitive (Show >>)(Hide <<)
|
| Author/s of the contributin |
Carboni, R.; Ielmini, D. |
| Title of the book |
Springer Series in Advanced Microelectronics (ISBN: 978-981-13-8378-6; 978-981-13-8379-3) |
| Author/s of the book |
Manan Suri |
| Publisher |
Springer Verlag |
| Pages |
93 - 131 |
| Item link |
http://hdl.handle.net/11311/1119618 |
|
| Author/s of the contributin |
Milo, Valerio; Dalgaty, Thomas; Ielmini, Daniele; Vianello, Elisa |
| Title of the book |
Memristive Devices for Brain-Inspired Computing (ISBN: 9780081027820) |
| Author/s of the book |
S. Spiga, A. Sebastian, D. Querlioz, B. Rajendran |
| Publisher |
Elsevier |
| Pages |
427 - 477 |
| Item link |
http://hdl.handle.net/11311/1146195 |
|
| Conference proceedings |
|
A SiOx RRAM-based hardware with spike frequency adaptation for power-saving continual learning in convolutional neural networks (Show >>)(Hide <<)
|
| Author/s |
Muñoz Martín, I.; Bianchi, S.; Covi, E.; Piccolboni, G.; Bricalli, A.; Regev, A.; Molas, G.; Nodin, J. F.; Nowak, E.; Ielmini, D. |
| Title of the convention |
VLSI 2020 |
| Location of the convention |
Honolulu, HI, USA |
| Title of the review |
--
|
| Pages |
1 - 2 |
| Item link |
http://hdl.handle.net/11311/1146315 |
|
|
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making (Show >>)(Hide <<)
|
| Author/s |
Pedretti, G.; Milo, V.; Hashemkhani, S.; Mannocci, P.; Melnic, O.; Chicca, E.; Ielmini, D. |
| Title of the convention |
2020 IEEE International Symposium on Circuits and Systems (ISCAS) |
| Location of the convention |
Sevilla (Spain) |
| Title of the review |
IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS (ISSN: 0271-4302)
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1148801 |
|
|
A bio-inspired recurrent neural network with self-adaptive neurons and PCM synapses for solving reinforcement learning tasks (Show >>)(Hide <<)
|
| Author/s |
Bianchi, S.; Muñoz Martín, I.; Hashemkhani, S.; Pedretti, G.; Ielmini, D. |
| Title of the convention |
ISCAS2020 |
| Location of the convention |
Sevilla, Spain |
| Period of the convention |
10-21 Oct. 2020 |
| Title of the review |
IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS (ISSN: 0271-4302)
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1146304 |
|
|
Hardware implementation of PCM-based neurons with self-regulating threshold for homeostatic scaling in unsupervised learning (Show >>)(Hide <<)
|
| Author/s |
Muñoz Martín, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Ielmini, D. |
| Title of the convention |
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020 |
| Location of the convention |
Sevilla, Spain |
| Period of the convention |
10-21 Oct. 2020 |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1146318 |
|
|
In-memory PageRank using a Crosspoint Array of Resistive Switching Memory (RRAM) devices (Show >>)(Hide <<)
|
| Author/s |
Sun, Z.; Pedretti, G.; Ambrosi, E.; Bricalli, A.; Ielmini, D. |
| Title of the convention |
2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020 |
| Location of the convention |
ita |
| Period of the convention |
2020 |
| Title of the review |
--
|
| Pages |
26 - 30 |
| Item link |
http://hdl.handle.net/11311/1146210 |
|
|
Modeling of virgin state and forming operation in embedded phase change memory (PCM) (Show >>)(Hide <<)
|
| Author/s |
Baldo, M.; Melnic, O.; Scuderi, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Redaelli, A.; Ielmini, D. |
| Title of the convention |
66th Annual IEEE International Electron Devices Meeting, IEDM 2020 |
| Location of the convention |
usa |
| Period of the convention |
2020 |
| Title of the review |
--
|
| Pages |
13.3.1 - 13.3.4 |
| Item link |
http://hdl.handle.net/11311/1169561 |
|
| Journal Articles |
|
A Compact Model for Stochastic Spike-Timing-Dependent Plasticity (STDP) Based on Resistive Switching Memory (RRAM) Synapses (Show >>)(Hide <<)
|
| Author/s |
Bianchi, Stefano; Pedretti, Giacomo; Munoz-Martin, Irene; Calderoni, Alessandro; Ramaswamy, Nirmal; Ambrogio, Stefano; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
67 |
| Brochure |
7 |
| Pages |
2800 - 2806 |
| Item link |
http://hdl.handle.net/11311/1140177 |
|
|
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems (Show >>)(Hide <<)
|
| Author/s |
Pedretti, G.; Mannocci, P.; Hashemkhani, S.; Milo, V.; Melnic, O.; Chicca, E.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
6 |
| Brochure |
1 |
| Pages |
89 - 97 |
| Item link |
http://hdl.handle.net/11311/1143672 |
|
|
Analytical modeling of electrochemical metallization memory device with dual-layer structure of Ag/AgInSbTe/amorphous C/Pt (Show >>)(Hide <<)
|
| Author/s |
Ren, Yanyun; Tao, Ye; Li, Xuhong; Wang, Zhongqiang; Xu, Haiyang; Ielmini, Daniele; Lin, Ya; Zhao, Xiaoning; Liu, Yichun |
| Title of the review |
SEMICONDUCTOR SCIENCE AND TECHNOLOGY (ISSN: 0268-1242) |
| Volume |
35 |
| Brochure |
2 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1133598 |
|
|
Bio-Inspired Techniques in a Fully Digital Approach for Lifelong Learning (Show >>)(Hide <<)
|
| Author/s |
Bianchi, S.; MUÑOZ MARTÍN, Irene; Ielmini, D. |
| Title of the review |
FRONTIERS IN NEUROSCIENCE (ISSN: 1662-4548) |
| Volume |
14 |
| Brochure |
379 |
| Pages |
1 - 14 |
| Item link |
http://hdl.handle.net/11311/1138405 |
|
|
Brain‐Inspired Structural Plasticity through Reweighting and Rewiring in Multi‐Terminal Self‐Organizing Memristive Nanowire Networks (Show >>)(Hide <<)
|
| Author/s |
Milano, Gianluca; Pedretti, Giacomo; Fretto, Matteo; Boarino, Luca; Benfenati, Fabio; Ielmini, Daniele; Valov, Ilia; Ricciardi, Carlo |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
2 |
| Brochure |
8 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1138388 |
|
|
Device and Circuit Architectures for In‐Memory Computing (Show >>)(Hide <<)
|
| Author/s |
Ielmini, Daniele; Pedretti, Giacomo |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
2 |
| Brochure |
7 |
| Pages |
1 - 19 |
| Item link |
http://hdl.handle.net/11311/1138384 |
|
|
In-Memory PageRank Accelerator With a Cross-Point Array of Resistive Memories (Show >>)(Hide <<)
|
| Author/s |
Sun, Zhong; Ambrosi, Elia; Pedretti, Giacomo; Bricalli, Alessandro; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
67 |
| Brochure |
4 |
| Pages |
1466 - 1470 |
| Item link |
http://hdl.handle.net/11311/1133596 |
|
|
Integration and co-design of memristive devices and algorithms for artificial intelligence (Show >>)(Hide <<)
|
| Author/s |
Wang, Wei; Song, Wenhao; Yao, Peng; Li, Yang; Van Nostrand, Joseph; Qiu, Qinru; Ielmini, Daniele; Joshua Yang, J. |
| Title of the review |
ISCIENCE (ISSN: 2589-0042) |
| Volume |
23 |
| Brochure |
12 |
| Pages |
1 - 22 |
| Item link |
http://hdl.handle.net/11311/1154782 |
|
| Author/s |
Sun, Zhong; Pedretti, Giacomo; Ambrosi, Elia; Bricalli, Alessandro; Ielmini, Daniele |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
2 |
| Brochure |
8 |
| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1138396 |
|
|
Memristive and CMOS Devices for Neuromorphic Computing (Show >>)(Hide <<)
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| Author/s |
Milo, Valerio; Malavena, Gerardo; Monzio Compagnoni, Christian; Ielmini, Daniele |
| Title of the review |
MATERIALS (ISSN: 1996-1944) |
| Volume |
13 |
| Brochure |
-- |
| Pages |
1 - 33 |
| Item link |
http://hdl.handle.net/11311/1127817 |
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Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories (Show >>)(Hide <<)
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| Author/s |
Wang, Wei; Covi, Erika; Milozzi, Alessandro; Farronato, Matteo; Ricci, Saverio; Sbandati, Caterina; Pedretti, Giacomo; Ielmini, Daniele |
| Title of the review |
ADVANCED INTELLIGENT SYSTEMS (ISSN: 2640-4567) |
| Volume |
2020 |
| Brochure |
-- |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1154784 |
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One-step regression and classification with cross-point resistive memory arrays (Show >>)(Hide <<)
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| Author/s |
Sun, Z.; Pedretti, G.; Bricalli, A.; Ielmini, D. |
| Title of the review |
SCIENCE ADVANCES (ISSN: 2375-2548) |
| Volume |
6 |
| Brochure |
5 |
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1133597 |
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Reliability of Logic-in-Memory Circuits in Resistive Memory Arrays (Show >>)(Hide <<)
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| Author/s |
Zanotti, Tommaso; Zambelli, Cristian; Puglisi, Francesco Maria; Milo, Valerio; Perez, Eduardo; Mahadevaiah, Mamathamba K.; Ossorio, Oscar G.; Wenger, Christian; Pavan, Paolo; Olivo, Piero; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
67 |
| Brochure |
11 |
| Pages |
4611 - 4615 |
| Item link |
http://hdl.handle.net/11311/1149802 |
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Time Complexity of In-Memory Solution of Linear Systems (Show >>)(Hide <<)
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| Author/s |
Sun, Zhong; Pedretti, Giacomo; Mannocci, Piergiulio; Ambrosi, Elia; Bricalli, Alessandro; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
67 |
| Brochure |
7 |
| Pages |
2945 - 2951 |
| Item link |
http://hdl.handle.net/11311/1140183 |
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Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices (Show >>)(Hide <<)
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| Author/s |
Wang, Zhongqiang; Zeng, Tao; Ren, Yanyun; Lin, Ya; Xu, Haiyang; Zhao, Xiaoning; Liu, Yichun; Ielmini, Daniele |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
11 |
| Brochure |
-- |
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1133595 |
|
| List of publications and reserach products for the year 2019 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
|
Brain-Inspired Memristive Neural Networks for Unsupervised Learning (Show >>)(Hide <<)
|
| Author/s of the contributin |
Ielmini, Daniele; Milo, Valerio |
| Title of the book |
Handbook of Memristor Networks (ISBN: 978-3-319-76374-3; 978-3-319-76375-0) |
| Author/s of the book |
Chua L., Sirakoulis G., Adamatzky A. |
| Publisher |
Springer Nature Switzerland AG 2019 |
| Pages |
495 - 525 |
| Item link |
http://hdl.handle.net/11311/1119510 |
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Neuromorphic computing with resistive switching memory devices (Show >>)(Hide <<)
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| Author/s of the contributin |
Ielmini, Daniele; Ambrogio, Stefano |
| Title of the book |
Advances in Non-Volatile Memory and Storage Technology (ISBN: 9780081025840) |
| Author/s of the book |
Blanka Magyari-Köpe and Yoshio Nishi |
| Publisher |
Elsevier Ltd. |
| Pages |
603 - 631 |
| Item link |
http://hdl.handle.net/11311/1119616 |
|
| Conference proceedings |
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A compact model of stochastic switching in STT magnetic RAM for memory and computing (Show >>)(Hide <<)
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| Author/s |
Carboni, R.; Vernocchi, E.; Siddik, M.; Harms, J.; Lyle, A.; Sandhu, G.; Ielmini, D. |
| Title of the convention |
15th IEEE/ACM International Symposium on Nanoscale Architectures, NANOARCH 2019 |
| Location of the convention |
Hyatt Regency Qingdao, chn |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1188475 |
|
| Author/s |
Covi, E.; Ielmini, D.; Lin, Y. -H.; Wang, W.; Stecconi, T.; Milo, V.; Bricalli, A.; Ambrosi, E.; Pedretti, G.; Tseng, T. -Y. |
| Title of the convention |
26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019 |
| Location of the convention |
ita |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
903 - 906 |
| Item link |
http://hdl.handle.net/11311/1143680 |
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Computing of temporal information in spiking neural networks with ReRAM synapses (Show >>)(Hide <<)
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| Author/s |
Wang, W.; Pedretti, G.; Milo, V.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Spinelli, A. S.; Ielmini, D. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
453 - 469 |
| Item link |
http://hdl.handle.net/11311/1098238 |
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Electrochemical metallization ReRAMs (ECM) - Experiments and modelling: General discussion (Show >>)(Hide <<)
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| Author/s |
Ambrosi, E.; Bartlett, P.; Berg, A. I.; Brivio, S.; Burr, G.; Deswal, S.; Deuermeier, J.; Haga, M. -A.; Kiazadeh, A.; Kissling, G.; Kozicki, M.; Foroutan-Nejad, C.; Gale, E.; Gonzalez-Velo, Y.; Goossens, A.; Goux, L.; Hasegawa, T.; Hilgenkamp, H.; Huang, R.; Ibrahim, S.; Ielmini, D.; Kenyon, A. J.; Kolosov, V.; Li, Y.; Majumdar, S.; Milano, G.; Prodromakis, T.; Raeishosseini, N.; Rana, V.; Ricciardi, C.; Santamaria, M.; Shluger, A.; Valov, I.; Waser, R.; Stanley Williams, R.; Wouters, D.; Yang, Y.; Zaffora, A. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
115 - 120 |
| Item link |
http://hdl.handle.net/11311/1127763 |
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Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses (Show >>)(Hide <<)
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| Author/s |
Bianchi, S.; Munoz-Martin, I.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D. |
| Title of the convention |
33rd Symposium on VLSI Circuits, VLSI Circuits 2019 |
| Location of the convention |
Rihga Royal Hotel Kyoto, jpn |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
T172 - T173 |
| Item link |
http://hdl.handle.net/11311/1127736 |
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Fast solution of linear systems with analog resistive switching memory (RRAM) (Show >>)(Hide <<)
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| Author/s |
Sun, Z.; Pedretti, G.; Ielmini, D. |
| Title of the convention |
4th IEEE International Conference on Rebooting Computing, ICRC 2019 |
| Location of the convention |
San Mateo Marriott in San Matteo, usa |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1127729 |
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Impact of oxide and electrode materials on the switching characteristics of oxide ReRAM devices (Show >>)(Hide <<)
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| Author/s |
Ambrosi, E.; Bricalli, A.; Laudato, M.; Ielmini, D. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
87 - 98 |
| Item link |
http://hdl.handle.net/11311/1098239 |
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Joule Heating in SiOx RRAM Device Studied by an Integrated Micro-Thermal Stage (Show >>)(Hide <<)
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| Author/s |
Polino, NICOLA FRANCESCO; Laudato, M.; Ambrosi, E.; Bricalli, A.; Ielmini, D. |
| Title of the convention |
49th European Solid-State Device Research Conference, ESSDERC 2019 |
| Location of the convention |
pol |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
126 - 129 |
| Item link |
http://hdl.handle.net/11311/1127730 |
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Low-energy inference machine with multilevel HfO2 RRAM arrays (Show >>)(Hide <<)
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| Author/s |
Milo, V.; Zambelli, C.; Olivo, P.; Perez, E.; Ossorio, O. G.; Wenger, C.; Ielmini, D. |
| Title of the convention |
49th European Solid-State Device Research Conference, ESSDERC 2019 |
| Location of the convention |
pol |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
174 - 177 |
| Item link |
http://hdl.handle.net/11311/1127733 |
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Modeling of switching speed and retention time in volatile resistive switching memory by ionic drift and diffusion (Show >>)(Hide <<)
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| Author/s |
Wang, W.; Covi, E.; Lin, Y. -H.; Ambrosi, E.; Ielmini, D. |
| Title of the convention |
65th Annual IEEE International Electron Devices Meeting, IEDM 2019 |
| Location of the convention |
usa |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
32.3.1 - 32.3.4 |
| Item link |
http://hdl.handle.net/11311/1143676 |
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Monte Carlo model of resistance evolution in embedded PCM with Ge-rich GST (Show >>)(Hide <<)
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| Author/s |
Melnic, O.; Borghi, M.; Palumbo, E.; Zuliani, P.; Annunziata, R.; Ielmini, D. |
| Title of the convention |
39th Symposium on VLSI Technology, VLSI Technology 2019 |
| Location of the convention |
Righa Royal Hotel Kyoto, jpn |
| Period of the convention |
2019 |
| Title of the review |
--
|
| Pages |
T64 - T65 |
| Item link |
http://hdl.handle.net/11311/1127735 |
|
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Phase-change memories (PCM)-Experiments and modelling: General discussion (Show >>)(Hide <<)
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| Author/s |
Bartlett, P.; Berg, A. I.; Bernasconi, M.; Brown, S.; Burr, G.; Foroutan-Nejad, C.; Gale, E.; Huang, R.; Ielmini, D.; Kissling, G.; Kolosov, V.; Kozicki, M.; Nakamura, H.; Rushchanskii, K.; Salinga, M.; Shluger, A.; Thompson, D.; Valov, I.; Wang, W.; Waser, R.; Williams, R. S. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
393 - 420 |
| Item link |
http://hdl.handle.net/11311/1127760 |
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Physics-based modeling of volatile resistive switching memory (RRAM) for crosspoint selector and neuromorphic computing (Show >>)(Hide <<)
|
| Author/s |
Wang, W.; Bricalli, A.; Laudato, M.; Ambrosi, E.; Covi, Erika; Ielmini, D. |
| Title of the convention |
64th Annual IEEE International Electron Devices Meeting, IEDM 2018 |
| Location of the convention |
usa |
| Period of the convention |
2018 |
| Title of the review |
--
|
| Pages |
40.3.1 - 40.3.4 |
| Item link |
http://hdl.handle.net/11311/1098235 |
|
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Synaptic and neuromorphic functions: General discussion (Show >>)(Hide <<)
|
| Author/s |
Berg, A. I.; Brivio, S.; Brown, S.; Burr, G.; Deswal, S.; Deuermeier, J.; Gale, E.; Hwang, H.; Ielmini, D.; Indiveri, G.; Kenyon, A. J.; Kiazadeh, A.; Koymen, I.; Kozicki, M.; Li, Y.; Mannion, D.; Prodromakis, T.; Ricciardi, C.; Siegel, S.; Speckbacher, M.; Valov, I.; Wang, W.; Williams, R. S.; Wouters, D.; Yang, Y. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
553 - 578 |
| Item link |
http://hdl.handle.net/11311/1127762 |
|
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Valence change ReRAMs (VCM) - Experiments and modelling: General discussion (Show >>)(Hide <<)
|
| Author/s |
Aono, M.; Baeumer, C.; Bartlett, P.; Brivio, S.; Burr, G.; Burriel, M.; Carlos, E.; Deswal, S.; Deuermeier, J.; Dittmann, R.; Du, H.; Gale, E.; Hambsch, S.; Hilgenkamp, H.; Ielmini, D.; Kenyon, A. J.; Kiazadeh, A.; Kindsmuller, A.; Kissling, G.; Koymen, I.; Menzel, S.; Pla Asesio, D.; Prodromakis, T.; Santamaria, M.; Shluger, A.; Thompson, D.; Valov, I.; Wang, W.; Waser, R.; Williams, R. S.; Wrana, D.; Wouters, D.; Yang, Y.; Zaffora, A. |
| Title of the convention |
Faraday Discussions |
| Location of the convention |
Aachen, Germany |
| Title of the review |
FARADAY DISCUSSIONS (ISSN: 1359-6640)
|
| Pages |
259 - 286 |
| Item link |
http://hdl.handle.net/11311/1127761 |
|
| Journal Articles |
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A Physics-Based Compact Model of Stochastic Switching in Spin-Transfer Torque Magnetic Memory (Show >>)(Hide <<)
|
| Author/s |
Carboni, Roberto; Vernocchi, Elena; Siddik, Manzar; Harms, Jon; Lyle, Andy; Sandhu, Gurtej; Ielmini, Daniele |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
66 |
| Brochure |
10 |
| Pages |
4176 - 4182 |
| Item link |
http://hdl.handle.net/11311/1111811 |
|
| Author/s |
Ielmini, Daniele; Ambrogio, Stefano |
| Title of the review |
NANOTECHNOLOGY (ISSN: 0957-4484) |
| Volume |
31 |
| Brochure |
9 |
| Pages |
1 - 24 |
| Item link |
http://hdl.handle.net/11311/1127845 |
|
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Multilevel HfO2-based RRAM devices for low-power neuromorphic networks (Show >>)(Hide <<)
|
| Author/s |
Milo, V.; Zambelli, C.; Olivo, P.; Perez, E.; K. Mahadevaiah, M.; G. Ossorio, O.; Wenger, C.; Ielmini, D. |
| Title of the review |
APL MATERIALS (ISSN: 2166-532X) |
| Volume |
7 |
| Brochure |
8 |
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1111812 |
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Recommended Methods to Study Resistive Switching Devices (Show >>)(Hide <<)
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| Author/s |
Lanza, Mario; Wong, H. -S. Philip; Pop, Eric; Ielmini, Daniele; Strukov, Dimitri; Regan, Brian C.; Larcher, Luca; Villena, Marco A.; Yang, J. Joshua; Goux, Ludovic; Belmonte, Attilio; Yang, Yuchao; Puglisi, Francesco M.; Kang, Jinfeng; Magyari-Köpe, Blanka; Yalon, Eilam; Kenyon, Anthony; Buckwell, Mark; Mehonic, Adnan; Shluger, Alexander; Li, Haitong; Hou, Tuo-Hung; Hudec, Boris; Akinwande, Deji; Ge, Ruijing; Ambrogio, Stefano; Roldan, Juan B.; Miranda, Enrique; Suñe, Jordi; Pey, Kin Leong; Wu, Xing; Raghavan, Nagarajan; Wu, Ernest; Lu, Wei D.; Navarro, Gabriele; Zhang, Weidong; Wu, Huaqiang; Li, Runwei; Holleitner, Alexander; Wurstbauer, Ursula; Lemme, Max C.; Liu, Ming; Long, Shibing; Liu, Qi; Lv, Hangbing; Padovani, Andrea; Pavan, Paolo; Valov, Ilia; Xu, Jing; Han, Tingting; Zhu, Kaichen; Chen, Shaochuan; Hui, Fei; Shi, Yuanyuan |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
5 |
| Brochure |
1 |
| Pages |
1 - 28 |
| Item link |
http://hdl.handle.net/11311/1072957 |
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Solving matrix equations in one step with cross-point resistive arrays (Show >>)(Hide <<)
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| Author/s |
Sun, Z.; Pedretti, G.; Ambrosi, E.; Bricalli, A.; Wang, W.; Ielmini, D. |
| Title of the review |
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (ISSN: 0027-8424) |
| Volume |
116 |
| Brochure |
10 |
| Pages |
4123 - 4128 |
| Item link |
http://hdl.handle.net/11311/1098237 |
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Stochastic Memory Devices for Security and Computing (Show >>)(Hide <<)
|
| Author/s |
Carboni, R.; Ielmini, D. |
| Title of the review |
ADVANCED ELECTRONIC MATERIALS (ISSN: 2199-160X) |
| Volume |
5 |
| Brochure |
9 |
| Pages |
1 - 27 |
| Item link |
http://hdl.handle.net/11311/1111855 |
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Surface diffusion-limited lifetime of silver and copper nanofilaments in resistive switching devices (Show >>)(Hide <<)
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| Author/s |
Wang, W.; Wang, M.; Ambrosi, E.; Bricalli, A.; Laudato, M.; Sun, Z.; Chen, X.; Ielmini, D. |
| Title of the review |
NATURE COMMUNICATIONS (ISSN: 2041-1723) |
| Volume |
10 |
| Brochure |
1 |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1098175 |
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Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks (Show >>)(Hide <<)
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| Author/s |
Munoz-Martin, I.; Bianchi, S.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D. |
| Title of the review |
IEEE JOURNAL ON EXPLORATORY SOLID-STATE COMPUTATIONAL DEVICES AND CIRCUITS (ISSN: 2329-9231) |
| Volume |
5 |
| Brochure |
1 |
| Pages |
58 - 66 |
| Item link |
http://hdl.handle.net/11311/1098188 |
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Volatile Resistive Switching Memory Based on Ag Ion Drift/Diffusion - Part II: Compact Modeling (Show >>)(Hide <<)
|
| Author/s |
Wang, W.; Laudato, M.; Ambrosi, E.; Bricalli, A.; Covi, E.; Lin, Y. -H.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
66 |
| Brochure |
9 |
| Pages |
3802 - 3808 |
| Item link |
http://hdl.handle.net/11311/1111813 |
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Volatile Resistive Switching Memory Based on Ag Ion Drift/Diffusion Part I: Numerical Modeling (Show >>)(Hide <<)
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| Author/s |
Wang, W.; Laudato, M.; Ambrosi, E.; Bricalli, A.; Covi, E.; Lin, Y. -H.; Ielmini, D. |
| Title of the review |
IEEE TRANSACTIONS ON ELECTRON DEVICES (ISSN: 0018-9383) |
| Volume |
66 |
| Brochure |
9 |
| Pages |
3795 - 3801 |
| Item link |
http://hdl.handle.net/11311/1111822 |
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