Deep Learning With Asymmetric Connections and Hebbian Updates

Author:

Amit Yali

Funder

National Institute of Mental Health

Publisher

Frontiers Media SA

Subject

Cellular and Molecular Neuroscience,Neuroscience (miscellaneous)

Reference30 articles.

1. An integrated network for invariant visual detection and recognition;Amit;Vision Res.,2003

2. Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs;Amit;Front. Comput. Neurosci.,2012

3. Assessing the scalability of biologically-motivated deep learning algorithms architectures;Bartunov,2018

4. Mirrored stdp implements autoencoder learning in a network of spiking neurons;Burbank;PLoS Comput. Biol.,2015

5. Spike-driven synaptic plasticity for learning correlated patterns of mean firing rates;Fusi;Rev. Neurosci.,2003

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