MixCIM: A Hybrid-Cell-Based Computing-in-Memory Macro with Less-Data-Movement and Activation-Memory-Reuse for Depthwise Separable Neural Networks
2024 IEEE CUSTOM INTEGRATED CIRCUITS CONFERENCE, CICC(2024)
Key words
Artificial Neural Network,Energy Efficiency,Layer Model,Load Data,Improve Energy Efficiency,Active Output,Least Significant Bit,Computational Operations,Separable Convolution,Standard Convolution,Mapping Module,Depthwise Convolution,Pointwise Convolution,Depthwise Separable Convolution,Readout Circuit,Sign Bit
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