https://github.com/machenslab/spikes
Code for spike coding networks
https://github.com/machenslab/spikes
Last synced: over 1 year ago
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Code for spike coding networks
- Host: GitHub
- URL: https://github.com/machenslab/spikes
- Owner: machenslab
- Created: 2017-01-18T14:23:28.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2021-01-08T16:42:53.000Z (over 5 years ago)
- Last Synced: 2025-01-05T07:15:02.967Z (over 1 year ago)
- Language: HTML
- Size: 5.85 MB
- Stars: 15
- Watchers: 1
- Forks: 9
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# spikes
Here we provide code for various simulations of spike coding networks.
Matlab or Python Code for the following papers is available:
* OptimalCompensation: Barrett DGT, Deneve S, Machens CK (2016). Optimal compensation for neuron
loss. eLife Dec 9;5 pii:e12454
* UnsupervisedLearning: Brendel W, Bourdoukan R, Vertechi P, Machens CK, Deneve S (2020). Learning to represent signals spike by spike. PLOS CB, 16(3):e1007692.
* ConvexOptimization: Mancoo A, Keemink SW, Machens CK (2020). Understanding spiking networks through convex optimization. NeurIPS, in press.