Alternatives and similar repositories for Spiking-Neural-Network-on-FPGA

Users that are interested in Spiking-Neural-Network-on-FPGA are comparing it to the libraries listed below

• DanielGerlinghoff / radix-encoding
  Framework for radix encoded SNN on FPGA
  ☆16Updated 3 years ago
• Marco-Winzker / Spiking_NN_RGB_FPGA
  FPGA Design of a Spiking Neural Network.
  ☆44Updated last year
• RuokaiYin / MINT_Quantization
  MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award
  ☆15Updated last year
• open-neuromorphic / fpga-snntorch
  Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.
  ☆60Updated last year
• jeshraghian / QSNNs
  Quantization-aware training with spiking neural networks
  ☆48Updated 3 years ago
• SFU-HiAccel / SyncNN
  [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.
  ☆62Updated 4 years ago
• ChFrenkel / ReckOn
  ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.
  ☆91Updated 3 years ago
• Intelligent-Computing-Lab-Panda / SpikeSim
  ☆40Updated last year
• ChFrenkel / tinyODIN
  tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.
  ☆74Updated 2 years ago
• XAli-SHX / FPGA-Implementation-of-Image-Processing-for-MNIST-Dataset-Based-on-CNN-Algorithm
  FPGA Implementation of Image Processing for MNIST Dataset Based on Convolutional Neural Network Algorithm (CNN)
  ☆11Updated last year
• snagiri / CSE237D-PYNQ-SNN-Accelerator
  Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board
  ☆38Updated 6 years ago
• CestSansImportance / SNN-FPGA
  Spiking Neural Network RTL Implementation
  ☆62Updated 4 years ago
• arkhodamoradi / s2n2
  ☆17Updated 4 years ago
• Minz9 / SNN-on-FPGA
  SNN on FPGA
  ☆11Updated 3 years ago
• metr0jw / Event-Driven-Spiking-Neural-Network-Accelerator-for-FPGA
  FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch
  ☆86Updated 2 weeks ago
• rafamedina97 / FPGA_SNN_STDP
  FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks
  ☆40Updated 5 years ago
• RuokaiYin / SATA_Sim
  SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…
  ☆28Updated last year
• wponghiran / dvs128_gesture_pytorch
  Original DVS128 Gesture Dataset in PyTorch
  ☆13Updated 2 years ago
• oshears / SNN-FPGA-Implementation
  ☆20Updated 4 years ago
• open-neuromorphic / awesome-neuromorphic-hw
  Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
  ☆192Updated 2 years ago
• seongsikpark / SNN-neural-coding
  Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)
  ☆11Updated 3 years ago
• oshears / fpga_snn_models
  A repository FPGA-friendly SNN models
  ☆35Updated 4 years ago
• jeshraghian / ESSCIRC23-os-neuromorphic-tutorial
  Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.
  ☆24Updated 2 years ago
• jeshraghian / snn-accelerator
  ☆28Updated 3 years ago
• UA-RCL / RANC
  ☆53Updated last year
• doitdodo / FPGA_Spiking_NN
  CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers
  ☆25Updated 5 years ago
• Stanzzz77 / SNN-NEST_Simulator_2.14.0-xilinx-ZCU102
  A nest brain simulator based on FPGA(LIF NEURON)
  ☆14Updated 3 years ago
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆100Updated 3 months ago
• Intelligent-Computing-Lab-Panda / SEENN
  Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)
  ☆17Updated last year
• saunak1994 / CyNAPSEv11
  The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL
  ☆36Updated 6 years ago