Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks.
Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks. Front Comput Neurosci. 2022; 16:789253.
PMID: 35386856
Deep Learning With Asymmetric Connections and Hebbian Updates.
Deep Learning With Asymmetric Connections and Hebbian Updates. Front Comput Neurosci. 2019; 13:18.
PMID: 31019458
Inferring learning rules from distributions of firing rates in cortical neurons.
Inferring learning rules from distributions of firing rates in cortical neurons. Nat Neurosci. 2015 Dec; 18(12):1804-10.
PMID: 26523643
A Generative Statistical Algorithm for Automatic Detection of Complex Postures.
A Generative Statistical Algorithm for Automatic Detection of Complex Postures. PLoS Comput Biol. 2015 Oct; 11(10):e1004517.
PMID: 26439258
Memory capacity of networks with stochastic binary synapses.
Memory capacity of networks with stochastic binary synapses. PLoS Comput Biol. 2014 Aug; 10(8):e1003727.
PMID: 25101662
It's hard to forget: resetting memory in delay-match-to-multiple-image tasks.
It's hard to forget: resetting memory in delay-match-to-multiple-image tasks. Front Hum Neurosci. 2013; 7:765.
PMID: 24294199
Modeling behavior in different delay match to sample tasks in one simple network.
Modeling behavior in different delay match to sample tasks in one simple network. Front Hum Neurosci. 2013; 7:408.
PMID: 23908619
Heterogeneous neural coding of corrective movements in motor cortex.
Heterogeneous neural coding of corrective movements in motor cortex. Front Neural Circuits. 2013; 7:51.
PMID: 23576955
Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs.
Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs. Front Comput Neurosci. 2012; 6:39.
PMID: 22737121
Synthesizing complex movement fragment representations from motor cortical ensembles.
Synthesizing complex movement fragment representations from motor cortical ensembles. J Physiol Paris. 2012 May-Aug; 106(3-4):112-9.
PMID: 21939762