Search Results for author: Lane T. McIntosh

Found 1 papers, 0 papers with code

Deep Learning Models of the Retinal Response to Natural Scenes

no code implementations NeurIPS 2016 Lane T. McIntosh, Niru Maheswaranathan, Aran Nayebi, Surya Ganguli, Stephen A. Baccus

Here we demonstrate that deep convolutional neural networks (CNNs) capture retinal responses to natural scenes nearly to within the variability of a cell's response, and are markedly more accurate than linear-nonlinear (LN) models and Generalized Linear Models (GLMs).

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