Stefano Ambrogio - Publications, H-index & Citations

Stefano Ambrogio

Polytechnic University of Milan

38H指数

122论文数

6.2K被引数

收录论文 12

发表时间

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

APL MATERIALS

IF4.5

2024-10-21

OAAI

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

Analog-to-Digital Conversion With Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration 用于神经网络激活函数加速的具有可重构函数映射的模数转换

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2019-06-01

PREAI

Giordano, Massimo; Cristiano, Giorgio; Ishibashi, Koji; Ambrogio, Stefano; Tsai, Hsinyu; Burr, Geoffrey W.; Narayanan, Pritish

Training fully connected networks with resistive memories: impact of device failures

FARADAY DISCUSSIONS

IF3.1

2019-01-01

PREAI

Romero, Louis P.; Ambrogio, Stefano; Giordano, Massimo; Cristiano, Giorgio; Bodini, Martina; Narayanan, Pritish; Tsai, Hsinyu; Shelby, Robert M.; Burr, Geoffrey W.

Recent progress in analog memory-based accelerators for deep learning

JOURNAL OF PHYSICS D-APPLIED PHYSICS

IF3.2

2018-06-21

160

OAAI

Tsai, Hsinyu; Ambrogio, Stefano; Narayanan, Pritish; Shelby, Robert M.; Burr, Geoffrey W.

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity (vol 7, 5288, 2017)

SCIENTIFIC REPORTS

IF3.9

2018-06-18

OAAI

Pedretti, G.; Milo, V.; Ambrogio, S.; Carboni, R.; Bianchi, S.; Calderoni, A.; Ramaswamy, N.; Spinelli, A. S.; Ielmini, D.

Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2018-03-01

OAAI

Pedretti, Giacomo; Milo, Valerio; Ambrogio, Stefano; Carboni, Roberto; Bianchi, Stefano; Calderoni, Alessandro; Ramaswamy, Nirmal; Spinelli, Alessandro S.; Ielmini, Daniele

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

SCIENTIFIC REPORTS

IF3.9

2017-07-13

132

OAAI

Pedretti, G.; Milo, V.; Ambrogio, S.; Carboni, R.; Bianchi, S.; Calderoni, A.; Ramaswamy, N.; Spinelli, A. S.; Ielmini, D.

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

FRONTIERS IN NEUROSCIENCE

IF3.2

2016-03-08

203

OAAI

Ambrogio, Stefano; Ciocchini, Nicola; Laudato, Mario; Milo, Valerio; Pirovano, Agostino; Fantini, Paolo; Ielmini, Daniele

Ultrafast valley relaxation dynamics in monolayer MoS2 probed by nonequilibrium optical techniques

PHYSICAL REVIEW B

IF3.7

2015-12-14

102

PREAI

Dal Conte, S.; Bottegoni, F.; Pogna, E. A. A.; De Fazio, D.; Ambrogio, S.; Bargigia, I.; D'Andrea, C.; Lombardo, A.; Bruna, M.; Ciccacci, F.; Ferrari, A. C.; Cerullo, G.; Finazzi, M.

True Random Number Generation by Variability of Resistive Switching in Oxide-Based Devices 通过氧化物基器件中电阻开关的可变性产生真随机数

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2015-06-01

127

OAAI

Balatti, Simone; Ambrogio, Stefano; Wang, Zhongqiang; Ielmini, Daniele

A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems

FRONTIERS IN NEUROSCIENCE

IF3.2

2015-01-15

OAAI