A high-throughput scalable BNN accelerator with fully pipelined architecture

[1]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[2]  Tao Li,et al.  VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization , 2020, IEEE Transactions on Computers.

[3]  Yiran Chen,et al.  ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell , 2019, CCF Transactions on High Performance Computing.

[4]  Gerald Penn,et al.  Convolutional Neural Networks for Speech Recognition , 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

[5]  Wayne Luk,et al.  FP-BNN: Binarized neural network on FPGA , 2018, Neurocomputing.

[6]  Kenneth O'Brien,et al.  FINN-R , 2018, ACM Trans. Reconfigurable Technol. Syst..