activity
20192022
most citedAccurate deep neural network inference using computational phase-change memory

471 citations · 887 across the 5 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020

ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning

Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo +5

Deep neural networks (DNNs) have surpassed human-level accuracy in a variety of cognitive tasks but at the cost of significant memory/time requirements in DNN training. This limits…

cs.ET2020★ 122 cited

Mixed-precision deep learning based on computational memory

S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau +11

Deep neural networks (DNNs) have revolutionized the field of artificial intelligence and have achieved unprecedented success in cognitive tasks such as image and speech recognition…