A Neuromorphic Normalization Algorithm for Stabilizing Synaptic Weights with Application to Dictionary Learning in LCA

Author:

Chavez Arana Diego1,Renner Alpha2,Sornborger Andrew3

Affiliation:

1. New Mexico State University/Los Alamos National Laboratory, United States

2. University of Zurich/Institute of Neuroinformatics, Switzerland

3. Los Alamos National Laboratory, United States

Publisher

ACM

Reference16 articles.

1. Balancing homeostasis and learning in neural circuits

2. Larry  F Abbott and Sacha  B Nelson . 2000. Synaptic plasticity: taming the beast. Nature neuroscience 3, 11 ( 2000 ), 1178–1183. Larry F Abbott and Sacha B Nelson. 2000. Synaptic plasticity: taming the beast. Nature neuroscience 3, 11 (2000), 1178–1183.

3. Christian Balkenius Jan Morén 1998. Computational models of classical conditioning: a comparative study. (1998). Christian Balkenius Jan Morén 1998. Computational models of classical conditioning: a comparative study. (1998).

4. Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex

5. DO Hebb . 1949. The Organization of Behavior: A Neuropsychological Approach . John Wiley & Sons . DO Hebb. 1949. The Organization of Behavior: A Neuropsychological Approach. John Wiley & Sons.

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1. Spiking LCA in a Neural Circuit with Dictionary Learning and Synaptic Normalization;Neuro-Inspired Computational Elements Conference;2023-04-11

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