Alternatives and similar repositories for tinymlcontest2022_demo_example

Users that are interested in tinymlcontest2022_demo_example are comparing it to the libraries listed below

• mit-han-lab / iccad-tinyml-open
  [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers
  ☆14Updated 2 years ago
• EEESlab / CMix-NN
  CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
  ☆46Updated 5 years ago
• heymesut / SJTU_microe
  A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC
  ☆28Updated 3 years ago
• dimdano / adapt
  Fast Emulation of Approximate DNN Accelerators in PyTorch
  ☆26Updated last year
• cornell-zhang / FracBNN
  FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations
  ☆94Updated 3 years ago
• GATECH-EIC / AutoDNNchip
  ☆71Updated 5 years ago
• yanghr / BSQ
  BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)
  ☆42Updated 4 years ago
• aztc / EtinyNet
  ☆25Updated 3 years ago
• AiArtisan / dac_sdc_2022_champion
  ☆21Updated 2 years ago
• cornell-zhang / dnn-gating
  Conditional channel- and precision-pruning on neural networks
  ☆72Updated 5 years ago
• fffasttime / AnyPackingNet
  ☆28Updated 5 months ago
• hisrg / Neural-Network-Compression-and-Accelerator-on-Hardware
  My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …
  ☆53Updated 2 years ago
• hqjenny / CoDeNet
  ☆19Updated 4 years ago
• jgoeders / dac_sdc_2022
  ☆17Updated 3 years ago
• ehw-fit / tf-approximate
  Approximate layers - TensorFlow extension
  ☆27Updated 5 months ago
• DNN-Accelerators / Open-Source-IPs
  ☆34Updated 6 years ago
• jgoeders / dac_sdc_2020_designs
  Designs for finalist teams of the DAC System Design Contest
  ☆37Updated 5 years ago
• jgoeders / dac_sdc_2020
  DAC System Design Contest 2020
  ☆29Updated 5 years ago
• GATECH-EIC / DNN-Chip-Predictor
  [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…
  ☆25Updated 2 years ago
• pulp-platform / dory
  A tool to deploy Deep Neural Networks on PULP-based SoC's
  ☆88Updated last month
• AlexMontgomerie / satay
  ☆10Updated last year
• MinahilRaza / Brevitas_Fixed_Point
  Quantized Training for Convolutional Neural Networks using Xilinx Brevitas
  ☆12Updated 3 years ago
• mrusci / training-mixed-precision-quantized-networks
  This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…
  ☆50Updated last year
• GATECH-EIC / torchshiftadd
  An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.
  ☆13Updated 7 months ago
• DPCEKY / systolic-array
  HLS implemented systolic array structure
  ☆41Updated 7 years ago
• hsharma35 / bitfusion
  Simulator for BitFusion
  ☆101Updated 5 years ago
• deJQK / FracBits
  Neural Network Quantization With Fractional Bit-widths
  ☆12Updated 4 years ago
• PannenetsF / TQT
  TQT's pytorch implementation.
  ☆21Updated 3 years ago
• jgoeders / dac_sdc_2022_designs
  ☆17Updated 2 years ago
• neurosim / DNN_NeuroSim_V1.0
  Benchmark framework of compute-in-memory based accelerators for deep neural network
  ☆44Updated 5 years ago