research
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06/21/2023
Mitigating Communication Costs in Neural Networks: The Role of Dendritic Nonlinearity
Our comprehension of biological neuronal networks has profoundly influen...
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10/26/2019
Cross-Channel Intragroup Sparsity Neural Network
Modern deep neural network models generally build upon heavy over-parame...
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04/11/2016
Binarized Neural Networks on the ImageNet Classification Task
We trained Binarized Neural Networks (BNNs) on the high resolution Image...
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06/18/2015