most citedSub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays

6 citations · 6 across the 1 of their papers we have counts for

collaborators

2 papers

cs.ET2019

Improving Noise Tolerance of Mixed-Signal Neural Networks

Michael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov

Mixed-signal hardware accelerators for deep learning achieve orders of magnitude better power efficiency than their digital counterparts. In the ultra-low power consumption regime,…

cs.ET2016★ 6 cited

Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays

F. Merrikh Bayat, X. Guo, M. Klachko +3

We have designed, fabricated, and successfully tested a prototype mixed-signal, 28x28-binary-input, 10-output, 3-layer neuromorphic network ("MLP perceptron"). It is based on embed…