Temporally Dependent Plasticity: An Information Theoretic Account

Chechik, Gal, Tishby, Naftali

Neural Information Processing Systems 

These spikes can be temporally weighted in many ways: from the computational point of view it is beneficial to weigh spikes uniformly along time, but this may require long "memory" and is biologically improbable.

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