Daniele Ielmini

80 papers A 2C 13Journal 32Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. ACM Comput. Surv. Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke, Stefania Perri
2025	—	`conf`	Bio-Inspired Computing with Emerging Devices: Bridging 2D Materials and Neuromorphic Architectures. ISVLSI Matteo Farronato, Piergiulio Mannocci, Alessandro Milozzi, Christian Monzio Compagnoni, Daniele Ielmini
2025	C	`conf`	In-memory reconstruction of compressively-sampled signals by nonlinear closed-loop analog circuits. ISCAS Piergiulio Mannocci, Giuseppe Falcone, Daniele Ielmini
2025	A	`conf`	Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project. DATE Cristina Silvano, Fabrizio Ferrandi, Serena Curzel, Daniele Ielmini, Stefania Perri, Fanny Spagnolo, Pasquale Corsonello, Sebastiano Fabio Schifano, Cristian Zambelli, Angelo Garofalo, Francesco Conti, Luca Benini
2024	J	`jnl`	Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2024	—	`conf`	Digital In-Memory Computing to Accelerate Deep Learning Inference on the Edge. IPDPS (Workshops) Stefania Perri, Cristian Zambelli, Daniele Ielmini, Cristina Silvano
2024	—	`conf`	Drift Compensation in Multilevel PCM for in-Memory Computing Accelerators. IRPS L. Pistolesi, Artem Glukhov, Amadeo de Gracia Herranz, Marisa López-Vallejo, Marcella Carissimi, Marco Pasotti, Pier Luigi Rolandi, Andrea Redaelli, I. Muñoz-Martín, S. Bianchi, Andrea Bonfanti, Daniele Ielmini
2024	J	`jnl`	In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition. IEEE Trans. Circuits Syst. II Express Briefs Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini
2024	J	`jnl`	Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
2023	J	`jnl`	A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke
2023	J	`jnl`	A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures. CoRR Fabrizio Ferrandi, Serena Curzel, Leandro Fiorin, Daniele Ielmini, Cristina Silvano, Francesco Conti, Alessio Burrello, Francesco Barchi, Luca Benini, Luciano Lavagno, Teodoro Urso, Enrico Calore, Sebastiano Fabio Schifano, Cristian Zambelli, Maurizio Palesi, Giuseppe Ascia, Enrico Russo, Nicola Petra, Davide De Caro, Gennaro Di Meo, Valeria Cardellini, Salvatore Filippone, Francesco Lo Presti, Francesco Silvestri, Paolo Palazzari, Stefania Perri
2023	C	`conf`	Accelerating massive MIMO in 6G communications by analog in-memory computing circuits. ISCAS Piergiulio Mannocci, Enrico Melacarne, Giacomo Pedretti, Corrado Villa, Flavio Sancandi, Umberto Spagnolini, Daniele Ielmini
2023	J	`jnl`	Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2023	—	`conf`	Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition. MetroXRAINE Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini
2023	—	`conf`	Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM). IRPS Lorenzo Cattaneo, Matteo Baldo, Nicola Lepri, Flavio Sancandi, Massimo Borghi, Elisa Petroni, A. Serafini, Roberto Annunziata, Andrea Redaelli, Daniele Ielmini
2023	—	`conf`	In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime. IMW Nicola Lepri, Paolo Gibertini, Piergiulio Mannocci, A. Pirovano, I. Tortorelli, Paolo Fantini, Daniele Ielmini
2023	A	`conf`	NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips. DATE Xabier Iturbe, Nassim Abderrahmane, Jaume Abella, Sergi Alcaide, Eric Beyne, Henri-Pierre Charles, Christelle Charpin-Nicolle, Lars Chittka, Angélica Dávila, Arne Erdmann, Carles Estrada, Ander Fernández, Anna Fontanelli, José Flich, Gianluca Furano, Alejandro Hernán Gloriani, Erik Isusquiza, Radu Grosu, Carles Hernández, Daniele Ielmini, David Jackson, Maha Kooli, Nicola Lepri, Bernabé Linares-Barranco, Jean-Loup Lachese, Eric Laurent, Menno Lindwer, Frank Linsenmaier, Mikel Luján, Karel Masarík, Nele Mentens, Orlando Moreira, Chinmay Nawghane, Luca Peres, Jean-Philippe Noel, Arash Pourtaherian, Christoph Posch, Peter Priller, Zdenek Prikryl, Felix Resch, Oliver Rhodes, Todor P. Stefanov, Moritz Storring, Michele Taliercio, Rafael Tornero, Marcel D. van de Burgwal, Geert Van der Plas, Elisa Vianello, Pavel Zaykov
2023	C	`conf`	Thermal-Induced Multi-State Memristors for Neuromorphic Engineering. ISCAS Ren Li, Sonal Shreya, Saverio Ricci, Davide Bridarolli, Daniele Ielmini, Hooman Farkhani, Farshad Moradi
2023	J	`jnl`	Tunable Synaptic Working Memory with Volatile Memristive Devices. CoRR Saverio Ricci, David Kappel, Christian Tetzlaff, Daniele Ielmini, Erika Covi
2023	J	`jnl`	Tunable synaptic working memory with volatile memristive devices. Neuromorph. Comput. Eng. Saverio Ricci, David Kappel, Christian Tetzlaff, Daniele Ielmini, Erika Covi
2023	—	`conf`	Unveiling Retention Physical Mechanism of Ge-rich GST ePCM Technology. IRPS Luca Laurin, Matteo Baldo, Elisa Petroni, Giulia Samanni, Lorenzo Turconi, A. Motta, Massimo Borghi, A. Serafini, D. Codegoni, M. Scuderi, S. Ran, A. Claverie, Daniele Ielmini, Roberto Annunziata, Andrea Redaelli
2022	J	`jnl`	2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2022	C	`conf`	A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training. ISCAS Javad Ahmadi-Farsani, Saverio Ricci, Shahin Hashemkhani, Daniele Ielmini, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona
2022	J	`jnl`	An Analogue In-Memory Ridge Regression Circuit With Application to Massive MIMO Acceleration. IEEE J. Emerg. Sel. Topics Circuits Syst. Piergiulio Mannocci, Enrico Melacarne, Daniele Ielmini
2022	—	`conf`	Characterization of reset state through energy activation study in Ge-GST based ePCM. ESSDERC Matteo Baldo, Lorenzo Turconi, Alessandro Motta, Elisa Petroni, Luca Laurin, Daniele Ielmini, Andrea Redaelli
2022	—	`conf`	Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories. ICECS 2022 Saverio Ricci, David Kappel, Christian Tetzlaff, Daniele Ielmini, Erika Covi
2022	J	`jnl`	Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories. CoRR Saverio Ricci, David Kappel, Christian Tetzlaff, Daniele Ielmini, Erika Covi
2022	C	`conf`	End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays. VLSI-SoC Artem Glukhov, Nicola Lepri, Valerio Milo, Andrea Baroni, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
2022	C	`conf`	Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory. ISCAS Piergiulio Mannocci, Andrea Baroni, Enrico Melacarne, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
2022	J	`jnl`	Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning. Adv. Intell. Syst. Saverio Ricci, Piergiulio Mannocci, Matteo Farronato, S. Hashemkhani, Daniele Ielmini
2022	J	`jnl`	HfO Neuromorph. Comput. Eng. Stefano Brivio, Sabina Spiga, Daniele Ielmini
2022	—	`conf`	Interaction between forming pulse and integration process flow in ePCM. PRIME Matteo Baldo, Elisa Petroni, Luca Laurin, Giulia Samanni, Octavian Melinc, Daniele Ielmini, Andrea Redaelli
2022	J	`jnl`	Invited Tutorial: Analog Matrix Computing With Crosspoint Resistive Memory Arrays. IEEE Trans. Circuits Syst. II Express Briefs Zhong Sun, Daniele Ielmini
2022	—	`conf`	Low-current, highly linear synaptic memory device based on MoS AICAS Matteo Farronato, Margherita Melegari, Saverio Ricci, Shahin Hashemkhani, Christian Monzio Compagnoni, Daniele Ielmini
2022	—	`conf`	Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators. IRPS Nicola Lepri, Artem Glukhov, Daniele Ielmini
2022	—	`conf`	Modeling Environment for Ge-rich GST Phase Change Memory Cells. IMW Matteo Baldo, Luca Laurin, Elisa Petroni, Giulia Samanni, M. Allegra, Enrico Gomiero, Daniele Ielmini, Andrea Redaelli
2022	—	`conf`	Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators. IRPS Artem Glukhov, Valerio Milo, Andrea Baroni, Nicola Lepri, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
2022	—	`conf`	Thermal switching of TiO ESSCIRC Alessandro Milozzi, Daniel Reiser, Andreas Drost, Thomas Neuner, Marc Tornow, Daniele Ielmini
2022	J	`jnl`	Tutorial: Analog Matrix Computing (AMC) with Crosspoint Resistive Memory Arrays. CoRR Zhong Sun, Daniele Ielmini
2021	J	`jnl`	2021 Roadmap on Neuromorphic Computing and Engineering. CoRR Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2021	J	`jnl`	A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors. IEEE Trans. Circuits Syst. I Regul. Pap. Piergiulio Mannocci, Giacomo Pedretti, Elisabetta Giannone, Enrico Melacarne, Zhong Sun, Daniele Ielmini
2021	—	`conf`	Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM). IRPS Giacomo Pedretti, Elia Ambrosi, Daniele Ielmini
2021	—	`conf`	Improving Ge-rich GST ePCM reliability through BEOL engineering. ESSDERC Andrea Redaelli, Anna Gandolfo, Giulia Samanni, Enrico Gomiero, Elisa Petroni, Luca Scotti, Andrea Lippiello, Paolo Mattavelli, J. Jasse, D. Codegoni, A. Serafini, Rossella Ranica, Christian Boccaccio, Jury Sandrini, R. Berthelon, J. C. Grenier, Olivier Weber, David Turgis, A. Valery, S. Del Medico, V. Caubet, J. P. Reynard, Didier Dutartre, L. Favennec, Antonino Conte, Fabio Disegni, M. De Tomasi, A. Ventre, Matteo Baldo, Daniele Ielmini, Alfonso Maurelli, P. Ferreira, Franck Arnaud, F. Piazza, Paolo Cappelletti, Roberto Annunziata, R. Gonella
2021	—	`conf`	Modeling of oxide-based ECRAM programming by drift-diffusion ion transport. IMW Matteo Baldo, Daniele Ielmini
2021	J	`jnl`	Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories. Adv. Intell. Syst. Wei Wang, Erika Covi, Alessandro Milozzi, Matteo Farronato, Saverio Ricci, Caterina Sbandati, Giacomo Pedretti, Daniele Ielmini
2021	J	`jnl`	Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. Shiqing Wang, Zhong Sun, Yuheng Liu, Shengyu Bao, Yimao Cai, Daniele Ielmini, Ru Huang
2021	—	`conf`	Optimized programming algorithms for multilevel RRAM in hardware neural networks. IRPS Valerio Milo, Francesco Anzalone, Cristian Zambelli, Eduardo Pérez, Mamathamba Kalishettyhalli Mahadevaiah, Oscar Gonzalez Ossorio, Piero Olivo, Christian Wenger, Daniele Ielmini
2020	C	`conf`	A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks. ISCAS Stefano Bianchi, I. Muñoz-Martín, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
2020	C	`conf`	A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. ISCAS Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini
2020	J	`jnl`	Brain-Inspired Structural Plasticity through Reweighting and Rewiring in Multi-Terminal Self-Organizing Memristive Nanowire Networks. Adv. Intell. Syst. Gianluca Milano, Giacomo Pedretti, Matteo Fretto, Luca Boarino, Fabio Benfenati, Daniele Ielmini, Ilia Valov, Carlo Ricciardi
2020	J	`jnl`	Brain-Inspired Structural Plasticity through Reweighting and Rewiring in Multi-Terminal Self-Organizing Memristive Nanowire Networks. Adv. Intell. Syst. Gianluca Milano, Giacomo Pedretti, Matteo Fretto, Luca Boarino, Fabio Benfenati, Daniele Ielmini, Ilia Valov, Carlo Ricciardi
2020	J	`jnl`	Device and Circuit Architectures for In-Memory Computing. Adv. Intell. Syst. Daniele Ielmini, Giacomo Pedretti
2020	C	`conf`	Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning. ISCAS I. Muñoz-Martín, Stefano Bianchi, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
2020	J	`jnl`	In-Memory Eigenvector Computation in Time O (1). Adv. Intell. Syst. Zhong Sun, Giacomo Pedretti, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
2020	—	`conf`	In-memory PageRank using a Crosspoint Array of Resistive Switching Memory (RRAM) devices. AICAS Zhong Sun, Giacomo Pedretti, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
2020	J	`jnl`	In-memory eigenvector computation in time O(1). CoRR Zhong Sun, Giacomo Pedretti, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
2020	J	`jnl`	One-step regression and classification with crosspoint resistive memory arrays. CoRR Zhong Sun, Giacomo Pedretti, Alessandro Bricalli, Daniele Ielmini
2020	J	`jnl`	Time complexity of in-memory solution of linear systems. CoRR Zhong Sun, Giacomo Pedretti, Piergiulio Mannocci, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
2019	—	`conf`	A Volatile RRAM Synapse for Neuromorphic Computing. ICECS Erika Covi, Daniele Ielmini, Y.-H. Lin, Wei Wang, Tommaso Stecconi, Valerio Milo, Alessandro Bricalli, Elia Ambrosi, Giacomo Pedretti, Tseung-Yuen Tseng
2019	—	`conf`	A compact model of stochastic switching in STT magnetic RAM for memory and computing. NANOARCH Roberto Carboni, E. Vernocchi, M. Siddik, J. Harms, A. Lyle, G. Sandhu, Daniele Ielmini
2019	—	`ch.`	Brain-Inspired Memristive Neural Networks for Unsupervised Learning. Handbook of Memristor Networks Daniele Ielmini, Valerio Milo
2019	—	`conf`	Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses. VLSI Circuits Stefano Bianchi, I. Muñoz-Martín, Giacomo Pedretti, Octavian Melnic, Stefano Ambrogio, Daniele Ielmini
2019	—	`conf`	Fast Solution of Linear Systems with Analog Resistive Switching Memory (RRAM). ICRC Zhong Sun, Giacomo Pedretti, Daniele Ielmini
2019	—	`conf`	In-memory solution of linear systems with crosspoint arrays without iterations. DRC Zhong Sun, Giacomo Pedretti, Elia Ambrosi, Alessandro Bricalli, Wei Wang, Daniele Ielmini
2019	—	`conf`	Joule Heating in SiOx RRAM Device Studied by an Integrated Micro-Thermal Stage. ESSDERC Nicola Polino, Mario Laudato, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
2019	—	`conf`	Low-energy inference machine with multilevel HfO2 RRAM arrays. ESSDERC Valerio Milo, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Oscar Gonzalez Ossorio, Christian Wenger, Daniele Ielmini
2019	J	`jnl`	Self-organizing memristive nanowire networks with structural plasticity emulate biological neuronal circuits. CoRR Gianluca Milano, Giacomo Pedretti, Matteo Fretto, Luca Boarino, Fabio Benfenati, Daniele Ielmini, Ilia Valov, Carlo Ricciardi
2018	J	`jnl`	A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP). IEEE Trans. Very Large Scale Integr. Syst. Valerio Milo, Giacomo Pedretti, Roberto Carboni, Alessandro Calderoni, Nirmal Ramaswamy, Stefano Ambrogio, Daniele Ielmini
2018	C	`conf`	Brain-inspired recurrent neural network with plastic RRAM synapses. ISCAS Valerio Milo, Elisabetta Chicca, Daniele Ielmini
2018	C	`conf`	Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks. ISCAS Valerio Milo, Giacomo Pedretti, Mario Laudato, Alessandro Bricalli, Elia Ambrosi, Stefano Bianchi, Elisabetta Chicca, Daniele Ielmini
2018	J	`jnl`	Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses. IEEE J. Emerg. Sel. Topics Circuits Syst. Giacomo Pedretti, Valerio Milo, Stefano Ambrogio, Roberto Carboni, Stefano Bianchi, Alessandro Calderoni, Nirmal Ramaswamy, Alessandro S. Spinelli, Daniele Ielmini
2016	—	`conf`	Bipolar-switching operated phase change memory (PCM) for improved high-temperature reliability. ESSDERC Nicola Ciocchini, Mario Laudato, Andrea L. Lacaita, Daniele Ielmini, Mattia Boniardi, Enrico Varesi, Paolo Fantini
2016	C	`conf`	Neuromorphic computing with hybrid memristive/CMOS synapses for real-time learning. ISCAS Daniele Ielmini, Stefano Ambrogio, Valerio Milo, Simone Balatti, Zhongqiang Wang
2015	—	`conf`	Data retention statistics and modelling in HfO2 resistive switching memories. IRPS Stefano Ambrogio, Simone Balatti, Zhongqiang Wang, Yu-Sheng Chen, Heng-Yuan Lee, Frederick T. Chen, Daniele Ielmini
2015	J	`jnl`	True Random Number Generation by Variability of Resistive Switching in Oxide-Based Devices. IEEE J. Emerg. Sel. Topics Circuits Syst. Simone Balatti, Stefano Ambrogio, Zhongqiang Wang, Daniele Ielmini
2015	—	`conf`	Understanding pulsed-cycling variability and endurance in HfOx RRAM. IRPS Simone Balatti, Stefano Ambrogio, Zhongqiang Wang, Scott Sills, Alessandro Calderoni, Nirmal Ramaswamy, Daniele Ielmini
2014	—	`conf`	Analytical modelling and leakage optimization in complementary resistive switch (CRS) crossbar arrays. ESSDERC Stefano Ambrogio, Simone Balatti, Daniele Ielmini, David C. Gilmer
2014	—	`conf`	Set/reset statistics and kinetics in phase change memory arrays. ESSDERC Maurizio Rizzi, Nicola Ciocchini, Daniele Ielmini, Andrea Ghetti, Paolo Fantini
2014	C	`conf`	Statistical modeling of program and read variability in resistive switching devices. ISCAS Stefano Ambrogio, Simone Balatti, Antonio Cubeta, Daniele Ielmini
2003	J	`jnl`	Impact of gate stack process on conduction and reliability of 0.18 mum PMOSFET. Microelectron. Reliab. G. Ghidini, A. Garavaglia, G. Giusto, Andrea Ghetti, R. Bottini, D. Peschiaroli, M. Scaravaggi, F. Cazzaniga, Daniele Ielmini