108 citations · 1k across the 42 of their papers we have counts for
Showing 2019 · cs.ETShow all
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cs.ET2019★ 6 cited
A Coupled CMOS Oscillator Array for 8ns and 55pJ Inference in Convolutional Neural Networks
D. E. Nikonov, P. Kurahashi, J. S. Ayers +3
Oscillator neural networks (ONN) based on arrays of 26 CMOS ring oscillators designed and fabricated. ONN are used for inference of dot products with image fragments and kernels ne…
cs.ET2019★ 3 cited
Convolution Inference via Synchronization of a Coupled CMOS Oscillator Array
D. E. Nikonov, P. Kurahashi, J. S. Ayers +3
Oscillator neural networks (ONN) are a promising hardware option for artificial intelligence. With an abundance of theoretical treatments of ONNs, few experimental implementations…
cs.ET2019★ 2 cited
Benchmarking Physical Performance of Neural Inference Circuits
Dmitri E. Nikonov, Ian A. Young
Numerous neural network circuits and architectures are presently under active research for application to artificial intelligence and machine learning. Their physical performance m…