Alternatives and similar repositories for Neural-Networks-on-Silicon

Users that are interested in Neural-Networks-on-Silicon are comparing it to the libraries listed below

• EECS-NTNU / bismo
  BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
  ☆144Updated 5 years ago
• maltanar / qnn-inference-examples
  Jupyter notebook examples on image classification with quantized neural networks
  ☆70Updated 5 years ago
• max2ma / shiftNet
  ☆14Updated 5 years ago
• hsharma35 / dnnweaver2
  Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.
  ☆224Updated 6 years ago
• mohaghasemzadeh / ReBNet
  Residual Binarized Neural Network
  ☆42Updated 7 years ago
• cucapra / fodlam
  first-order deep learning accelerator model
  ☆21Updated 7 years ago
• da-steve101 / binary_connect_cifar
  An implementation of a BinaryConnect network for cifar10
  ☆11Updated 5 years ago
• awai54st / LUTNet
  ☆60Updated 5 years ago
• GATECH-EIC / AutoDNNchip
  ☆71Updated 5 years ago
• ehw-fit / tf-approximate
  Approximate layers - TensorFlow extension
  ☆26Updated 6 months ago
• Xilinx / finn-base
  Open Source Compiler Framework using ONNX as Frontend and IR
  ☆33Updated 3 years ago
• dicecco1 / fpga_caffe
  ☆119Updated 7 years ago
• hirayaku / DAC2018-TGIIF
  The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track
  ☆91Updated 6 years ago
• Xilinx / ResNet50-PYNQ
  Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ
  ☆59Updated 3 years ago
• cornell-zhang / facedetect-fpga
  ☆46Updated 5 years ago
• hyoukjun / MAESTRO
  MAESTRO binary release
  ☆22Updated 5 years ago
• walkerning / nics_fix_pytorch
  pytorch fixed point training tool/framework
  ☆34Updated 5 years ago
• brianhill11 / FPGA-CNN
  This repo is for ECE44x (Fall2015-Spring2016)
  ☆20Updated 7 years ago
• Accelergy-Project / timeloop-accelergy-tutorial
  Docker container with tools for the Timeloop/Accelergy tutorial
  ☆22Updated last year
• hsharma35 / bitfusion
  Simulator for BitFusion
  ☆102Updated 5 years ago
• stanford-mast / nn_dataflow
  Explore the energy-efficient dataflow scheduling for neural networks.
  ☆228Updated 5 years ago
• fpgasystems / ZipML-PYNQ
  Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision.
  ☆55Updated 7 years ago
• stevenygd / WAGE.pytorch
  Reproduction of WAGE in PyTorch.
  ☆44Updated 6 years ago
• mit-han-lab / bnn-icestick
  Binary Neural Network on IceStick FPGA.
  ☆52Updated 7 years ago
• pulp-platform / stream-ebpc
  Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerator…
  ☆24Updated 5 years ago
• maeri-project / MAERI_bsv_isca2018
  MAERI public release
  ☆31Updated 4 years ago
• jiaaom / HPDLA
  Systolic-array based Deep Learning Accelerator generator
  ☆27Updated 4 years ago
• wangmaolin / niti
  Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv
  ☆86Updated 3 years ago
• neurosim / DNN_NeuroSim_V1.0
  Benchmark framework of compute-in-memory based accelerators for deep neural network
  ☆44Updated 5 years ago
• XinDongol / BENN-PyTorch
  Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?
  ☆31Updated 6 years ago