Sfoglia per Autore
Non-Arrhenius pulse-induced crystallization in phase change memories
In corso di stampa Ciocchini, Nicola; M., Cassinerio; Fugazza, Davide; Ielmini, Daniele
Energy landscape model of conduction and switching in phase change memories
In corso di stampa Rizzi, Maurizio; Ielmini, Daniele
PHYSICAL MODELING OF VOLTAGE-DRIVEN RESISTIVE SWITCHING IN OXIDE RRAM
In corso di stampa Ielmini, Daniele; Stefano, Larentis; Balatti, Simone
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.
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
A Generalized Block-Matrix Circuit for Closed-Loop Analog In-Memory Computing
2023-01-01 Mannocci, P; Ielmini, D
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
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.
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 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
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
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
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
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 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
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
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
Memristive/CMOS devices for neuromorphic applications
2023-01-01 Milo, V.; Malavena, G.; Monzio Compagnoni, C.; Ielmini, D.
Threshold Switching by Bipolar Avalanche Multiplication in Ovonic Chalcogenide Glasses
2023-01-01 Fantini, Paolo; Polino, Nicola; Ghetti, Andrea; 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
NANOWIRE-BASED DEVICE FOR IMPLEMENTING A RESERVOIR FOR A NEURAL NETWORK
2022-01-01 Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G.
Analogue In-Memory Computing with Resistive Switching Memories
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
Computing with nonvolatile memories for artificial intelligence
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
Low Conductance State Drift Characterization and Mitigation in Resistive Switching Memories (RRAM) for Artificial Neural Networks
2022-01-01 Baroni, A; Glukhov, A; Perez, E; Wenger, C; Ielmini, D; Olivo, P; Zambelli, C
An analogue in-memory ridge regression circuit with application to massive MIMO acceleration
2022-01-01 Mannocci, P.; Melacarne, E.; Ielmini, D.
Memtransistor Devices Based on MoS 2 Multilayers with Volatile Switching due to Ag Cation Migration
2022-01-01 Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkhani, Shahin; Bricalli, Alessandro; Ielmini, Daniele
Status and challenges of in-memory computing for neural accelerators
2022-01-01 Ielmini, D.; Lepri, N.; Mannocci, P.; Glukhov, A.
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
Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators
2022-01-01 Glukhov, A.; Milo, V.; Baroni, A.; Lepri, N.; Zambelli, C.; Olivo, P.; Perez, E.; Wenger, C.; Ielmini, D.
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
Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory
2022-01-01 Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; 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
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
Low-current, highly linear synaptic memory device based on MoS2 transistors for online training and inference
2022-01-01 Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkani, Shahin; Compagnoni, Christian Monzio; Ielmini, Daniele
Resistive Switching: Oxide Materials, Mechanisms, Devices and Operations
2022-01-01 Rupp, J.; Ielmini, D.; Valov, I.
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
Three-Terminal Ovonic Threshold Switch (3T-OTS) with Tunable Threshold Voltage for Versatile Artificial Sensory Neurons
2022-01-01 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.
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
Characterization of reset state through energy activation study in Ge-GST based ePCM
2022-01-01 Baldo, M; Turconi, L; Motta, A; Petroni, E; Laurin, L; Ielmini, D; Redaelli, A
BEOL Process Effects on ePCM Reliability
2022-01-01 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
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays
2022-01-01 Glukhov, A; Lepri, N; Milo, V; Baroni, A; Zambelli, C; Olivo, P; Perez, E; Wenger, C; Ielmini, D
Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators
2022-01-01 Lepri, N.; Glukhov, A.; Ielmini, D.
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
An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories
2022-01-01 Baroni, Andrea; Glukhov, Artem; Pérez, Eduardo; Wenger, Christian; Calore, Enrico; Schifano, Sebastiano Fabio; Olivo, Piero; Ielmini, Daniele; Zambelli, Cristian
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
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
Exploring Process-Voltage-Temperature Variations Impact on 4T1R Multiplexers for Energy-aware Resistive RAM-based FPGAs
2022-01-01 Rizzi, T; Baroni, A; Glukhov, A; Bertozzi, D; Wenger, C; Ielmini, D; Zambelli, C
HfO2-based resistive switching memory devices for neuromorphic computing
2022-01-01 Brivio, S; Spiga, S; Ielmini, D
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