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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.