Patterns of damage in neural networks: The effects of lesion area, shape and number

Ruppin, Eytan, Reggia, James A.

Neural Information Processing Systems 

Current understanding of the effects of damage on neural networks is rudimentary, even though such understanding could lead to important insights concerning neurological and psychiatric disorders. Motivated by this consideration, we present a simple analytical framework for estimating the functional damage resulting from focal structural lesions to a neural network.

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