This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 2020) and "Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators" (ISCAS 2020).
☆13Oct 20, 2020Updated 5 years ago
Alternatives and similar repositories for QuantizedSNNs
Users that are interested in QuantizedSNNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"☆11Apr 20, 2023Updated 3 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆37Sep 25, 2019Updated 6 years ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆29Feb 3, 2022Updated 4 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆16Dec 14, 2021Updated 4 years ago
- An extention of pytorch for low precision training / inference☆10Aug 28, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆47Jul 2, 2022Updated 3 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Feb 10, 2023Updated 3 years ago
- [CVPR 2025 Highlight] FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation☆28Jun 16, 2025Updated 10 months ago
- ☆24Apr 17, 2026Updated last week
- High Performance Simulation of Spiking Neural Network on GPGPUs☆18May 19, 2022Updated 3 years ago
- Enhance CHISEL for Smooth and Comfortable Chip Design☆20Mar 29, 2026Updated last month
- Python implementation of the Fully Homomorphic Encryption Scheme TFHE☆18Jun 19, 2023Updated 2 years ago
- Interconnect Prototyping Assistant (IPA) is an interconnect modeling and generation framework built atop [MatchLib] (https://github.com/N…☆15Aug 20, 2024Updated last year
- NoC based MPSoC☆11Jul 17, 2014Updated 11 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Quantization-aware training with spiking neural networks☆53Feb 18, 2022Updated 4 years ago
- Models and training scripts for "LSTMs for Keyword Spotting with ReRAM-based Compute-In-Memory Architectures" (ISCAS 2021).☆17Mar 25, 2021Updated 5 years ago
- ☆20Apr 7, 2021Updated 5 years ago
- An introduction to integrated circuit design with Verilog and the Papilio Pro development board.☆15Jan 5, 2025Updated last year
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Aug 18, 2023Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆87Apr 15, 2023Updated 3 years ago
- This is the RTL implementation of Shenjing, a low power neuromorphic computing accelerator☆18Apr 12, 2020Updated 6 years ago
- ☆27Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of paper "Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings", ICANN 2023.☆62Jan 4, 2021Updated 5 years ago
- An automated HDC platform☆11Mar 16, 2026Updated last month
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆32Jan 7, 2025Updated last year
- Create tiny ML systems for on-device learning.☆19Jul 14, 2021Updated 4 years ago
- Implementation of a Systolic Array based sorting engine on an FPGA using Verilog☆11May 11, 2017Updated 8 years ago
- Awesome Resources about MegEngine☆16Mar 2, 2023Updated 3 years ago
- ☆32Jan 20, 2021Updated 5 years ago
- pure pytorch implementation of Microsoft's BitNet b1.58 2B4T☆29Mar 26, 2026Updated last month
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 9 years ago
- ☆14Feb 22, 2025Updated last year
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆16Apr 9, 2024Updated 2 years ago
- HedgeHog Fused Spiking Neural Network Emulator/Compute Engine is a hardware implementation of a SNN designed for implementation in Xilinx…☆61Feb 10, 2026Updated 2 months ago
- Count the flow of pedestrains☆11Oct 7, 2017Updated 8 years ago
- HW accelerator mapping optimization framework for in-memory computing☆29Jun 3, 2025Updated 10 months ago
- EE 272B - VLSI Design Project☆15Jun 24, 2021Updated 4 years ago