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Roadmap to neuromorphic computing with emerging technologies 利用新兴技术实现神经形态计算的路线图 Mehonic, Adnan; Ielmini, Daniele; Roy, Kaushik; Mutlu, Onur; Kvatinsky, Shahar; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabe; Spiga, Sabina; Savel'ev, Sergey; Balanov, Alexander G.; Chawla, Nitin; Desoli, Giuseppe; Malavena, Gerardo; Monzio Compagnoni, Christian; Wang, Zhongrui; Yang, J. Joshua; Sarwat, Syed Ghazi; Sebastian, Abu; Mikolajick, Thomas; Slesazeck, Stefan; Noheda, Beatriz; Dieny, Bernard; Hou, Tuo-Hung (Alex); Varri, Akhil; Brueckerhoff-Plueckelmann, Frank; Pernice, Wolfram; Zhang, Xixiang; Pazos, Sebastian; Lanza, Mario; Wiefels, Stefan; Dittmann, Regina; Ng, Wing H.; Buckwell, Mark; Cox, Horatio R. J.; Mannion, Daniel J.; Kenyon, Anthony J.; Lu, Yingming; Yang, Yuchao; Querlioz, Damien; Hutin, Louis; Vianello, Elisa; Chowdhury, Sayeed Shafayet; Mannocci, Piergiulio; Cai, Yimao; Sun, Zhong; Pedretti, Giacomo; Strachan, John Paul; Strukov, Dmitri; Le Gallo, Manuel; Ambrogio, Stefano; Valov, Ilia; Waser, Rainer 分享 收藏
Hardware implementation of memristor-based artificial neural networks 基于忆阻器的人工神经网络的硬件实现 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.; Roldan, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Sune, 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 分享 收藏
Designing Circuits for AiMC Based on Non-Volatile Memories: A Tutorial Brief on Trade-Off and Strategies for ADCs and DACs Co-Design Vignali, R.; Zurla, R.; Pasotti, M.; Rolandi, P. L.; Singh, A.; Le Gallo, M.; Sebastian, A.; Jang, T.; Antolini, A.; Scarselli, E. Franchi; Cabrini, A. 分享 收藏
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error 通过直接最小化矩阵向量乘法误差将权重编程到模拟内存计算核心 Buechel, Julian; Vasilopoulos, Athanasios; Kersting, Benedikt; Lammie, Corey; Brew, Kevin; Philip, Timothy; Saulnier, Nicole; Narayanan, Vijay; Le Gallo, Manuel; Sebastian, Abu 分享 收藏
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators 使用基于内存计算的加速器进行大规模和多样化深度学习推理工作负载的硬件感知训练 Rasch, Malte J.; Mackin, Charles; Le Gallo, Manuel; Chen, An; Fasoli, Andrea; Odermatt, Frederic; Li, Ning; Nandakumar, S. R.; Narayanan, Pritish; Tsai, Hsinyu; Burr, Geoffrey W.; Sebastian, Abu; Narayanan, Vijay 分享 收藏
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference 用于深度神经网络推理的基于相变存储器的64核混合信号内存计算芯片 Le Gallo, Manuel; Khaddam-Aljameh, Riduan; Stanisavljevic, Milos; Vasilopoulos, Athanasios; Kersting, Benedikt; Dazzi, Martino; Karunaratne, Geethan; Brandli, Matthias; Singh, Abhairaj; Mueller, Silvia M.; Buchel, Julian; Timoneda, Xavier; Joshi, Vinay; Rasch, Malte J.; Egger, Urs; Garofalo, Angelo; Petropoulos, Anastasios; Antonakopoulos, Theodore; Brew, Kevin; Choi, Samuel; Ok, Injo; Philip, Timothy; Chan, Victor; Silvestre, Claire; Ahsan, Ishtiaq; Saulnier, Nicole; Narayanan, Vijay; Francese, Pier Andrea; Eleftheriou, Evangelos; Sebastian, Abu 分享 收藏
2022 roadmap on neuromorphic computing and engineering 神经形态计算与工程2022路线图 Christensen, Dennis, V; 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 T.; 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 H. P.; 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, Shihchii; 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, N. 分享 收藏
Mechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase-Change Memory Sarwat, Syed Ghazi; Le Gallo, Manuel; Bruce, Robert L.; Brew, Kevin; Kersting, Benedikt; Jonnalagadda, Vara Prasad; Ok, Injo; Saulnier, Nicole; BrightSky, Matthew; Sebastian, Abu 分享 收藏
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