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Quantized neural networks
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2017
Year
EngineeringMachine LearningQuantum ComputingSparse Neural NetworkComputer EngineeringQuantized Neural NetworksQuantum DevicesComputer ScienceNeural NetworksQuantized WeightDeep LearningNeural Architecture SearchQuantization (Signal Processing)Model Compression
We introduce a method to train Quantized Neural Networks (QNNs) -- neural networks with extremely low precision (e.g., 1-bit) weights and activations, at run-time. At traintime the quantized weight...