Cancelout

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.
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Streamingcnn92
a year ago1mitJupyter Notebook
To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory available in current GPUs, this limits the maximum dimensions of the input data. Here we demonstrate a method to train convolutional neural networks while holding only parts of the image in memory.
Cancelout11
3 years agomitJupyter Notebook
CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.
Statestream10
5 years agootherPython
A toolbox to explore synchronous layerwise-parallel deep neural networks.
Thunder Streaming5
9 years agoapache-2.0Python
Streaming analysis of large-scale spatial temporal neural data
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