Binary NNetworks

2020 Binary Neural Networks: A Survey

2017 - Performance Comparison of Binarized Neural Network with Convolutional Neural Network

• Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC
  Eriko Nurvitadhi, David Sheffield, Jaewoong Sim, Asit Mishra, Ganesh Venkatesh and Debbie Marr
  Accelerator Architecture Lab, Intel Corporation

• FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference

binary NN and multiplication

In‐Memory Binary Vector–Matrix Multiplication Based on Complementary Resistive Switches

.. versus fast FPGA - energy efficiency and array-level parallelism for performance

• Parallel Matrix Multiplication on Memristor-Based Computation-in-Memory Architecture

close but not crossbar? PIMBALL: Binary Neural Networks in Spintronic Memory

2016 XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

ENABLING BINARY NEURAL NETWORK TRAINING ON THE EDGE

2019 Deep Neural Network Approximation for Custom Hardware: Where We’ve Been, Where We’re Going ERWEI WANG