A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network

1 code implementation • 6 Mar 2024 • Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng, Ning Ning, Yang Liu, Shaogang Hu

A&B BNN is proposed to directly remove part of the multiplication operations in a traditional BNN and replace the rest with an equal number of bit operations, introducing the mask layer and the quantized RPReLU structure based on the normalizer-free network architecture.

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