O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)（2021）
关键词
O2NN,optical neural networks,differential detection-enabled,optical neuromorphic computing,ultra-high computation speed,low energy consumption,traditional optical neural network,electrical weight encoding,design methodologies,static linear projection,stationary synaptic weights,efficient computing,flexible computing,light signals,novel ONN engine,wavelength-division multiplexing,versatile photonic neural computing,light operands,balanced optical weights,representability,dynamic variations,knowledge-distillation-based solution,robustness improvement,hardware cost,high-performance photonic neural computing,fully-optical operands,low-bit quantization
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