Sfoglia per Autore
Energy landscape model of conduction and switching in phase change memories
In corso di stampa Rizzi, Maurizio; Ielmini, Daniele
Non-Arrhenius pulse-induced crystallization in phase change memories
In corso di stampa Ciocchini, Nicola; M., Cassinerio; Fugazza, Davide; Ielmini, Daniele
PHYSICAL MODELING OF VOLTAGE-DRIVEN RESISTIVE SWITCHING IN OXIDE RRAM
In corso di stampa Ielmini, Daniele; Stefano, Larentis; Balatti, Simone
Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part I: Experimental Study
2024-01-01 Porzani, M.; Ricci, S.; Farronato, M.; Ielmini, D.
Digital In-Memory Computing to Accelerate Deep Learning Inference on the Edge
2024-01-01 Perri, Stefania; Zambelli, Cristian; Ielmini, Daniele; Silvano, Cristina
Memristive tonotopic mapping with volatile resistive switching memory devices
2024-01-01 Milozzi, Alessandro; Ricci, Saverio; Ielmini, Daniele
Hardware implementation of memristor-based artificial neural networks
2024-01-01 Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldán, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Suñé, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario
Drift Compensation in Multilevel PCM for in-Memory Computing Accelerators
2024-01-01 Pistolesi, L.; Glukhov, A.; de Gracia Herranz, A.; Lopez-Vallejo, M.; Carissimi, M.; Pasotti, M.; Rolandi, P.; Redaelli, A.; Martín, I. Muñoz; Bianchi, S.; Bonfanti, A.; Ielmini, D.
Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part II: Physics-Based Modeling
2024-01-01 Porzani, M.; Carletti, F.; Ricci, S.; Farronato, M.; Ielmini, D.
Development of Crosspoint Memory Arrays for Neuromorphic Computing
2024-01-01 Ricci, Saverio; Mannocci, Piergiulio; Farronato, Matteo; Milozzi, Alessandro; Ielmini, Daniele
Compact Modeling and Mitigation of Parasitics in Crosspoint Accelerators of Neural Networks
2024-01-01 Lepri, N.; Glukhov, A.; Mannocci, P.; Porzani, M.; Ielmini, D.
Memristive/CMOS devices for neuromorphic applications
2023-01-01 Milo, V.; Malavena, G.; Monzio Compagnoni, C.; Ielmini, D.
In-memory computing with emerging memory devices: Status and outlook
2023-01-01 Mannocci, P.; Farronato, M.; Lepri, N.; Cattaneo, L.; Glukhov, A.; Sun, Z.; Ielmini, D.
An Ultrafast (< 200 ns) Sparse Solution Solver made by HfWOx/VOy Threshold Tunable Neurons
2023-01-01 Chen, Zirui; Zhou, Yue; Xu, Hanxi; Fu, Yaoyao; Li, Yi; He, Y.; Miao, X. -S.; Mannocci, Piergiulio; Ielmini, Daniele
A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing
2023-01-01 Bianchi, S; Muñoz-Martin, I; Covi, E; Bricalli, A; Piccolboni, G; Regev, A; Molas, G; Nodin, J F; Andrieu, F; Ielmini, D
Unveiling Retention Physical Mechanism of Ge-rich GST ePCM Technology
2023-01-01 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
TCAD Modeling of Germanium Behavior During Forming Operation in Ge-Rich ePCM
2023-01-01 Baldo, M.; Laurin, L.; Petroni, E.; Pavesi, C.; Motta, A.; Ielmini, D.; Annunziata, R.; Redaelli, A.
Binary‐Stochasticity‐Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better‐than‐Software Accuracy
2023-01-01 Li, Yang; Wang, Wei; Wang, Ming; Dou, Chunmeng; Ma, Zhengyu; Zhou, Huihui; Zhang, Peng; Lepri, Nicola; Zhang, Xumeng; Luo, Qing; Xu, Xiaoxin; Yang, Guanhua; Zhang, Feng; Li, Ling; Ielmini, Daniele; Liu, Ming
A Multilayer Neural Accelerator With Binary Activations Based on Phase-Change Memory
2023-01-01 Bertuletti, Marco; Munoz-Martin, Irene; Bianchi, Stefano; Bonfanti, Andrea G.; Ielmini, Daniele
Tunable synaptic working memory with volatile memristive devices
2023-01-01 Ricci, Saverio; Kappel, David; Tetzlaff, Christian; Ielmini, Daniele; Covi, Erika
Compact Modeling of Resistive Switching Memory (RRAM) With Voltage and Temperature Dependences
2023-01-01 Glukhov, A.; Bridarolli, D.; Ricci, S.; Li, R.; Shreya, S.; Farkhani, H.; Moradi, F.; Ielmini, D.
Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition
2023-01-01 Mannocci, Piergiulio; Giannone, Elisabetta; Ielmini, Daniele
In-Memory Computing for Machine Learning and Deep Learning
2023-01-01 Lepri, N.; Glukhov, A.; Cattaneo, L.; Farronato, M.; Mannocci, P.; Ielmini, D.
A Generalized Block-Matrix Circuit for Closed-Loop Analog In-Memory Computing
2023-01-01 Mannocci, P; Ielmini, D
Process-Voltage-Temperature Variations Assessment in Energy-Aware Resistive RAM-Based FPGAs
2023-01-01 Rizzi, Tommaso; Baroni, Andrea; Glukhov, Artem; Bertozzi, Davide; Wenger, Christian; Ielmini, Daniele; Zambelli, Cristian
In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime
2023-01-01 Lepri, N; Gibertini, P; Mannocci, P; Pirovano, A; Tortorelli, I; Fantini, P; Ielmini, D
Modeling and Analysis of Virgin Ge-Rich GST Embedded Phase Change Memories
2023-01-01 Baldo, M.; Melnic, O.; Scudieri, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Laurin, L.; Redaelli, A.; Ielmini, D.
Accelerating massive MIMO in 6G communications by analog in-memory computing circuits
2023-01-01 Mannocci, Piergiulio; Melacarne, Enrico; Pedretti, Giacomo; Villa, Corrado; Sancandi, Flavio; Spagnolini, Umberto; Ielmini, Daniele
Thermal-Induced Multi-State Memristors for Neuromorphic Engineering
2023-01-01 Li, Ren; Shreya, Sonal; Ricci, Saverio; Bridarolli, Davide; Ielmini, Daniele; Farkhani, Hooman; Moradi, Farshad
An SRAM-based reconfigurable analog in-memory computing circuit for solving linear algebra problems
2023-01-01 Mannocci, P.; Melacarne, E.; Pezzoli, A.; Pedretti, G.; Villa, C.; Sancandi, F.; Spagnolini, U.; Ielmini, D.
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips
2023-01-01 Iturbe, Xabier; Abderrahmane, Nassim; Abella, Jaume; Alcaide, Sergi; Beyne, Eric; Charles, Henri-Pierre; Charpin-Nicolle, Christelle; Chittka, Lars; Dávila, Angélica; Erdmann, Arne; Estrada, Carles; Fernández, Ander; Fontanelli, Anna; Flich, José; Furano, Gianluca; Gloriani, Alejandro Hernán; Isusquiza, Erik; Grosu, Radu; Hernández, Carles; Ielmini, Daniele; Jackson, David; Kooli, Maha; Lepri, Nicola; Linares-Barranco, Bernabé; Lachese, Jean-Loup; Laurent, Eric; Lindwer, Menno; Linsenmaier, Frank; Luján, Mikel; Masařík, Karel; Mentens, Nele; Moreira, Orlando; Nawghane, Chinmay; Peres, Luca; Noel, Jean-Philippe; Pourtaherian, Arash; Posch, Christoph; Priller, Peter; Prikryl, Zdenek; Resch, Felix; Rhodes, Oliver; Stefanov, Todor; Storring, Moritz; Taliercio, Michele; Tornero, Rafael; van de Burgwal, Marcel; van der Plas, Geert; Vianello, Elisa; Zaykov, Pavel
Reservoir Computing with Charge-Trap Memory Based on a MoS2 Channel for Neuromorphic Engineering
2023-01-01 Farronato, Matteo; Mannocci, Piergiulio; Melegari, Margherita; Ricci, Saverio; Compagnoni, Christian Monzio; Ielmini, Daniele
Threshold Switching by Bipolar Avalanche Multiplication in Ovonic Chalcogenide Glasses
2023-01-01 Fantini, Paolo; Polino, Nicola; Ghetti, Andrea; Ielmini, Daniele
Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM)
2023-01-01 Cattaneo, L; Baldo, M; Lepri, N; Sancandi, F; Borghi, M; Petroni, E; Serafini, A; Annunziata, R; Redaelli, A; Ielmini, D
Hybrid 2D-CMOS microchips for memristive applications
2023-01-01 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
In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition
2023-01-01 Mannocci, Piergiulio; Giannone, Elisabetta; Ielmini, Daniele
Redox memristors with volatile threshold switching behavior for neuromorphic computing
2022-01-01 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
Resistive Switching: Oxide Materials, Mechanisms, Devices and Operations
2022-01-01 Rupp, J.; Ielmini, D.; Valov, I.
Computing with nonvolatile memories for artificial intelligence
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
Pavlovian conditioning achieved via one-transistor/one-resistor memristive synapse
2022-01-01 Cheng, Yankun; Lin, Ya; Zeng, Tao; Shan, Xuanyu; Wang, Zhongqiang; Zhao, Xiaoning; Ielmini, Daniele; Xu, Haiyang; Liu, Yichun
A CMOS-memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity
2022-01-01 Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabé; Serrano-Gotarredona, Teresa
Invited Tutorial: Analog Matrix Computing with Crosspoint Resistive Memory Arrays
2022-01-01 Sun, Z.; Ielmini, D.
Interaction between forming pulse and integration process flow in ePCM
2022-01-01 Baldo, M; Petroni, E; Laurin, L; Samanni, G; Melnic, O; Ielmini, D; Redaelli, A
A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training
2022-01-01 Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabe; Serrano-Gotarredona, Teresa
Status and challenges of in-memory computing for neural accelerators
2022-01-01 Ielmini, D.; Lepri, N.; Mannocci, P.; Glukhov, A.
Thermal switching of TiO2-based RRAM for parameter extraction and neuromorphic engineering
2022-01-01 Milozzi, A; Reiser, D; Drost, A; Neuner, T; Tornow, M; Ielmini, D
Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity
2022-01-01 John, Rohit Abraham; Milozzi, Alessandro; Tsarev, Sergey; Brönnimann, Rolf; Boehme, Simon C; Wu, Erfu; Shorubalko, Ivan; Kovalenko, Maksym V; Ielmini, Daniele
Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories
2022-01-01 Ricci, S; Kappel, D; Tetzlaff, C; Ielmini, D; Covi, E
2022 roadmap on neuromorphic computing and engineering
2022-01-01 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
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning
2022-01-01 Ricci, S; Mannocci, P; Farronato, M; Hashemkhani, S; Ielmini, D
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