171 citations · 307 across the 8 of their papers we have counts for
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cs.LG2020★ 7 cited
Bio-Inspired Hashing for Unsupervised Similarity Search
Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg +1
The fruit fly Drosophila's olfactory circuit has inspired a new locality sensitive hashing (LSH) algorithm, FlyHash. In contrast with classical LSH algorithms that produce low dime…
cs.LG2018★ 171 cited
Unsupervised Learning by Competing Hidden Units
Dmitry Krotov, John Hopfield
It is widely believed that the backpropagation algorithm is essential for learning good feature detectors in early layers of artificial neural networks, so that these detectors are…
cs.LG2017★ 71 cited
Dense Associative Memory is Robust to Adversarial Inputs
Dmitry Krotov, John J Hopfield
Deep neural networks (DNN) trained in a supervised way suffer from two known problems. First, the minima of the objective function used in learning correspond to data points (also…