Y
Yassine Jaoudi
Researcher at IBM
Publications - 1
Citations - 693
Yassine Jaoudi is an academic researcher from IBM. The author has contributed to research in topics: MNIST database & Semiconductor memory. The author has an hindex of 1, co-authored 1 publications receiving 511 citations.
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Equivalent-accuracy accelerated neural-network training using analogue memory
Stefano Ambrogio,Pritish Narayanan,Hsinyu Tsai,Robert M. Shelby,Irem Boybat,Irem Boybat,Carmelo di Nolfo,Carmelo di Nolfo,Severin Sidler,Severin Sidler,Massimo Giordano,Martina Bodini,Martina Bodini,Nathan C. P. Farinha,Benjamin Killeen,Christina Cheng,Yassine Jaoudi,Geoffrey W. Burr +17 more
TL;DR: Mixed hardware–software neural-network implementations that involve up to 204,900 synapses and that combine long-term storage in phase-change memory, near-linear updates of volatile capacitors and weight-data transfer with ‘polarity inversion’ to cancel out inherent device-to-device variations are demonstrated.