Search Results for author: Jonathan A. Cox

Found 2 papers, 0 papers with code

Neurogenesis Deep Learning

no code implementations12 Dec 2016 Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb, Jonathan A. Cox, Craig M. Vineyard, Kristofor D. Carlson, William M. Severa, Conrad D. James, James B. Aimone

Neural machine learning methods, such as deep neural networks (DNN), have achieved remarkable success in a number of complex data processing tasks.

BIG-bench Machine Learning Hippocampus

Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory

no code implementations2 Dec 2016 Jonathan A. Cox

Furthermore, we propose a perturbation model for the effect of general perturbations, such as a compression, on the recurrent parameters of RNNs.

Memorization Model Compression

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