Search Results for author: Roby Velez

Found 1 papers, 0 papers with code

Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks

no code implementations20 May 2017 Roby Velez, Jeff Clune

On the simple diagnostic problem from the prior work, diffusion-based neuromodulation 1) induces task-specific learning in groups of nodes and connections (task-specific localized learning), which 2) produces functional modules for each subtask, and 3) yields higher performance by eliminating catastrophic forgetting.

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