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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.
Information on professor
ProfessorIelmini Daniele
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/01 - Electronic Engineering
Curriculum VitaeDownload CV (317.66Kb - 13/06/2020)
OrcIDhttps://orcid.org/0000-0002-1853-1614

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Elettronica e Informazione, via Golgi 40 (Ed. 16)----FridayFrom 10:00
To 12:00
0223996120----
E-maildaniele.ielmini@polimi.it
Professor's personal websitehttp://www.dei.polimi.it/personale/docentidettaglio.php?id_docente=120&id_sezione=&lettera=I&idlang=

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

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 >>)
Synaptic realizations based on memristive devices (Show >>)
Conference proceedings
A SiOx RRAM-based hardware with spike frequency adaptation for power-saving continual learning in convolutional neural networks (Show >>)
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making (Show >>)
A bio-inspired recurrent neural network with self-adaptive neurons and PCM synapses for solving reinforcement learning tasks (Show >>)
Hardware implementation of PCM-based neurons with self-regulating threshold for homeostatic scaling in unsupervised learning (Show >>)
In-memory PageRank using a Crosspoint Array of Resistive Switching Memory (RRAM) devices (Show >>)
Journal Articles
A Compact Model for Stochastic Spike-Timing-Dependent Plasticity (STDP) Based on Resistive Switching Memory (RRAM) Synapses (Show >>)
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems (Show >>)
Analytical modeling of electrochemical metallization memory device with dual-layer structure of Ag/AgInSbTe/amorphous C/Pt (Show >>)
Bio-Inspired Techniques in a Fully Digital Approach for Lifelong Learning (Show >>)
Brain‐Inspired Structural Plasticity through Reweighting and Rewiring in Multi‐Terminal Self‐Organizing Memristive Nanowire Networks (Show >>)
Device and Circuit Architectures for In‐Memory Computing (Show >>)
In-Memory PageRank Accelerator With a Cross-Point Array of Resistive Memories (Show >>)
In‐Memory Eigenvector Computation in Time O (1) (Show >>)
Memristive and CMOS Devices for Neuromorphic Computing (Show >>)
One-step regression and classification with cross-point resistive memory arrays (Show >>)
Time Complexity of In-Memory Solution of Linear Systems (Show >>)
Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices (Show >>)


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 >>)
Neuromorphic computing with resistive switching memory devices (Show >>)
Conference proceedings
A volatile RRAM synapse for neuromorphic computing (Show >>)
Computing of temporal information in spiking neural networks with ReRAM synapses (Show >>)
Electrochemical metallization ReRAMs (ECM) - Experiments and modelling: General discussion (Show >>)
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses (Show >>)
Fast solution of linear systems with analog resistive switching memory (RRAM) (Show >>)
Impact of oxide and electrode materials on the switching characteristics of oxide ReRAM devices (Show >>)
Joule Heating in SiOx RRAM Device Studied by an Integrated Micro-Thermal Stage (Show >>)
Low-energy inference machine with multilevel HfO2 RRAM arrays (Show >>)
Modeling of switching speed and retention time in volatile resistive switching memory by ionic drift and diffusion (Show >>)
Monte Carlo model of resistance evolution in embedded PCM with Ge-rich GST (Show >>)
Phase-change memories (PCM)-Experiments and modelling: General discussion (Show >>)
Physics-based modeling of volatile resistive switching memory (RRAM) for crosspoint selector and neuromorphic computing (Show >>)
Synaptic and neuromorphic functions: General discussion (Show >>)
Valence change ReRAMs (VCM) - Experiments and modelling: General discussion (Show >>)
Journal Articles
A Physics-Based Compact Model of Stochastic Switching in Spin-Transfer Torque Magnetic Memory (Show >>)
Emerging neuromorphic devices (Show >>)
Multilevel HfO2-based RRAM devices for low-power neuromorphic networks (Show >>)
Recommended Methods to Study Resistive Switching Devices (Show >>)
Solving matrix equations in one step with cross-point resistive arrays (Show >>)
Stochastic Memory Devices for Security and Computing (Show >>)
Surface diffusion-limited lifetime of silver and copper nanofilaments in resistive switching devices (Show >>)
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks (Show >>)
Volatile Resistive Switching Memory Based on Ag Ion Drift/Diffusion - Part II: Compact Modeling (Show >>)
Volatile Resistive Switching Memory Based on Ag Ion Drift/Diffusion Part I: Numerical Modeling (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
Mathematical problem solving circuit comprising resistive elements (Show >>)
Conference proceedings
Brain-inspired recurrent neural network with plastic RRAM synapses (Show >>)
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks (Show >>)
Journal Articles
A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP) (Show >>)
Analytical Modeling of Organic-Inorganic CH3 NH3 PbI3 Perovskite Resistive Switching and its Application for Neuromorphic Recognition (Show >>)
Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks (Show >>)
Enhancing the Matrix Addressing of Flexible Sensory Arrays by a Highly Nonlinear Threshold Switch (Show >>)
In-memory computing with resistive switching devices (Show >>)
Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses (Show >>)
Logic Computing with Stateful Neural Networks of Resistive Switches (Show >>)
Modeling of Breakdown-Limited Endurance in Spin-Transfer Torque Magnetic Memory under Pulsed Cycling Regime (Show >>)
Random number generation by differential read of stochastic switching in spin-transfer torque memory (Show >>)
Resistive Switching Device Technology Based on Silicon Oxide for Improved ON–OFF Ratio—Part I: Memory Devices (Show >>)
Silicon Oxide (SiOx): A Promising Material for Resistance Switching? (Show >>)
Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity with RRAM Synapses (Show >>)


List of publications and reserach products for the year 2017 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
CIRCUITO DI RISOLUZIONE DI PROBLEMI MATEMATICI COMPRENDENTE ELEMENTI RESISTIVI (Show >>)
Device and method for generating radom numbers (Show >>)
Contributions on scientific books
Electrical transport in crystalline and amorphous chalcogenide (Show >>)
Conference proceedings
Attractor networks and associative memories with STDP learning in RRAM synapses (Show >>)
Brain-inspired neuromorphic computing with phase change memory (PCM) synapses (Show >>)
Modeling-based design of brain-inspired spiking neural networks with RRAM learning synapses (Show >>)
Journal Articles
Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity (Show >>)
Physics-based modeling approaches of resistive switching devices for memory and in-memory computing applications (Show >>)
Resistive Switching Device Technology Based on Silicon Oxide for Improved ON-OFF Ratio--Part II: Select Devices (Show >>)


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
Dispositivo e metodo per generare numeri casuali (Show >>)
Contributions on scientific books
Introduction to Nanoionic Elements for Information Technology,” in Resistive switching – from fundamental redox-processes to device applications (Show >>)
Universal Switching Behavior,” in Resistive switching – from fundamental redox-processes to device applications (Show >>)
Conference proceedings
Bipolar switching operation in phase change memory devices for high temperature retention (Show >>)
Bipolar-switching operated phase change memory (PCM) for improved high-temperature reliability (Show >>)
Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity (Show >>)
Novel RRAM-enabled 1T1R synapse capable of low-power STDP via burst-mode communication and real-Time unsupervised machine learning (Show >>)
SiOx-based resistive switching memory (RRAM) for crossbar storage/select elements with high on/off ratio (Show >>)
Understanding cycling endurance in perpendicular spin-transfer torque (p-STT) magnetic memory (Show >>)
Editorship of scientific books
Resistive switching – from fundamental redox-processes to device applications (Show >>)
Journal Articles
Analytical Modeling of Current Overshoot in Oxide-Based Resistive Switching Memory (RRAM) (Show >>)
Bipolar switching in chalcogenide phase change memory (Show >>)
Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM (Show >>)
Physical Unbiased Generation of Random Numbers With Coupled Resistive Switching Devices (Show >>)
Postcycling Degradation in Metal-Oxide Bipolar Resistive Switching Memory (Show >>)
Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses (Show >>)
manifesti v. 3.4.3 / 3.4.3
Area Servizi ICT
28/10/2020