zssloth / Embedded-Neural-NetworkLinks
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
☆564Updated last year
Alternatives and similar repositories for Embedded-Neural-Network
Users that are interested in Embedded-Neural-Network are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of XNOR-Net☆495Updated 2 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆154Updated 8 years ago
- Code example for the ICLR 2018 oral paper☆152Updated 7 years ago
- BNN implementation in tensorflow☆166Updated 7 years ago
- Caffe Implementation for Incremental network quantization☆191Updated 7 years ago
- Ristretto: Caffe-based approximation of convolutional neural networks.☆289Updated 6 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆147Updated 7 years ago
- Implementation for Trained Ternary Network.☆107Updated 8 years ago
- Deep Compression on AlexNet☆673Updated 3 years ago
- Winograd minimal convolution algorithm generator for convolutional neural networks.☆624Updated 5 years ago
- Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)☆193Updated 6 years ago
- BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet☆231Updated 3 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs (FPGA'17)☆311Updated 4 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆242Updated 3 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆306Updated 4 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- ☆214Updated 6 years ago
- Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"☆761Updated 8 years ago
- Quantization of Convolutional Neural networks.☆247Updated last year
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆168Updated 5 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆1,063Updated 6 years ago
- Binarized Neural Network (BNN) for pytorch☆528Updated 2 years ago
- Caffe implementation of accurate low-precision neural networks☆118Updated 7 years ago
- An efficient framework for convolutional neural networks☆277Updated 2 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Updated 4 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆381Updated 5 years ago
- ☆119Updated 7 years ago
- The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track☆91Updated 6 years ago
- ImageNet classification using binary Convolutional Neural Networks☆868Updated 7 years ago
- Neural network visualizer and analyzer☆164Updated 7 years ago