PatternLearningWithSynapticRedistribution

See also SynapticRedistribution.

Papers

General

• Markram and Tsodyks ‘96: Redistribution of synaptic efficacy: A mechanism to generate infinite synaptic input diversity from a homogenous population of neurons without changing absolute synaptic efficacies simply points out that given a spike train of similarly sized inputs, the rank ordering of EPSPs? can be much changed by changing synaptic efficacy

Specific

• Rehn and Lansner. Sequence memory with dynamical synapses. Neurocomputing, Volumes 58-60, June 2004, Pages 271-278.
• Carpenter and Milenova ‘02: Redistribution of synaptic efficacy supports stable pattern learning in neural networks
• Aaron P. Shon and Rajesh P. N. Rao. Learning temporal patterns by redistribution of synaptic efficacy. Neurocomputing, Volumes 52-54, June 2003, Pages 13-18. (2003)

Refs

• Carpenter GA, Milenova BL. Redistribution of synaptic efficacy supports stable pattern learning in neural networks. Neural Comput. 2002 Apr;14(4):873-88.
• H Markram and M Tsodyks. Redistribution of synaptic efficacy: A mechanism to generate infinite synaptic input diversity from a homogenous population of neurons without changing absolute synaptic efficacies. Journal of Physiology-Paris, Volume 90, Issues 3-4, 1996, Pages 229-232.
• Martin Rehn and Anders Lansner. Sequence memory with dynamical synapses. Neurocomputing, Volumes 58-60, June 2004, Pages 271-278.
• Aaron P. Shon and Rajesh P. N. Rao. Learning temporal patterns by redistribution of synaptic efficacy. Neurocomputing, Volumes 52-54, June 2003, Pages 13-18. (2003)

CategoryLearning