Evolutionary advantages of neuromodulated plasticity in dynamic, reward-based scenarios

Neuromodulation is considered a key factor for learning and memory in biological neural networks. Similarly, artificial neural networks could benefit from modulatory dynamics when facing certain types of learning problem. Here we test this hypothesis by introducing modulatory neurons to enhance or d...

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Bibliographic Details
Main Authors: Andrea Soltoggio, John A. Bullinaria, Claudio Mattiussi, Peter Durr, Dario Floreano
Format: Default Conference proceeding
Published: 2008
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Online Access:https://hdl.handle.net/2134/17039
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