1.2k citations · 4.5k across the 78 of their papers we have counts for
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 1 cited
Tourbillon: a Physically Plausible Neural Architecture
Mohammadamin Tavakoli, Peter Sadowski, Pierre Baldi
In a physical neural system, backpropagation is faced with a number of obstacles including: the need for labeled data, the violation of the locality learning principle, the need fo…
cs.LG2021
A theory of capacity and sparse neural encoding
Pierre Baldi, Roman Vershynin
Motivated by biological considerations, we study sparse neural maps from an input layer to a target layer with sparse activity, and specifically the problem of storing input-ta…