MoL-2010-10: Odolphi, Ernst (2010) Temporal Binding by Short-Term Synaptic Plasticity. [Report]
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Abstract
This thesis introduces a novel way of performing temporal binding in a
network of biologically plausible spiking neurons. The neurons in the
network are connected through synapses with short-term synaptic
plasticity. By synchronously activating multiple patterns, the
network stabilizes into a state where these multiple patterns quickly
oscillate between an active and inactive state.
Using this method a simple Hopfield-like auto-associative network is
created that can retrieve multiple patterns at the same time, binding
neurons to a pattern by a slow variant of temporal binding.
| Item Type: | Report |
|---|---|
| Report Nr: | MoL-2010-10 |
| Series Name: | Master of Logic Thesis (MoL) Series |
| Year: | 2010 |
| Date Deposited: | 12 Oct 2016 14:38 |
| Last Modified: | 12 Oct 2016 14:38 |
| URI: | https://eprints.illc.uva.nl/id/eprint/835 |
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