Implement Cumulative Spike Response Model Nodes#443
Merged
Hananel-Hazan merged 3 commits intoBindsNET:masterfrom Jan 6, 2021
Merged
Implement Cumulative Spike Response Model Nodes#443Hananel-Hazan merged 3 commits intoBindsNET:masterfrom
Hananel-Hazan merged 3 commits intoBindsNET:masterfrom
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Signed-off-by: Sidharth Anupkrishnan <sanupkri@redhat.com>
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Great addition @sidharthanup |
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A vectorized implementation of the Spike Response Model (Gerstner) that models the combined effects of input current and the spike after potentials of several previous spikes, over a time window, using response and refractory kernels. This model is being used in many of the current SNN supervised learning algorithms like SLAYER and TSSLB. I will be sending follow up PRs to implement those learning rules once this is merged.
Signed-off-by: Sidharth Anupkrishnan sanupkri@redhat.com