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- W2574722535 abstract "Coincidence Detection: Towards an alternative to Synaptic Plasticity Francis Jeanson Carleton University Abstract: Memory and learning are believed to be neurally based on a general class of processes known as synaptic plasticity (Kandel et al., 2000). Working memory, however, is arguably too fast to rely solely on synaptic weighting and must instead take place as an active neural process (O’Reilly & Manukata, 2000). I propose that active processes, which can account for both simple stimulus based memories as well as simple associations, can be instantiated within populations of highly interconnected neurones that exploit the precise timing of spikes; I call these ”firing-chains”. ˆ firing-chains exist over time period T, suggesting that many In a population of N neurones a maximum of T*2 N more firing-chains than neurones or connections exist. I aim to show how self-sustaining firing-chains can implement simple memories, but also that simple associations between two or more firing-chains can be made if their joint simultaneous activity triggers a new firing-chain." @default.
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- W2574722535 date "2011-01-01" @default.
- W2574722535 modified "2023-09-23" @default.
- W2574722535 title "Coincidence Detection: Towards an alternative to Synaptic Plasticity" @default.
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