SNNFPGA
Deep and online learning with spiking neural networks in Python
FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
This repository offers the code for a Recurrent Neural Network Implementation on FPGA, referred to as Integer-Only Resource-Minimized Recurrent Neural Network (RNN), along with a comprehensive guid…
Embedded genetic algorithm for low-power, low-cost andlow-size-memory devices
A curated list of awesome Bioinformatics libraries and software.
TinySNN lets you build tiny spiking neural networks in C.
An FPGA design for simulating biological neurons
[FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.
FPGA Verilog HDL design project (DE1-SoC)
Space Invaders created using C for the De1-SoC board. Made in the winter 2020 semester for the ECE243 class.
DE1SOC DE10-NANO DE10-Standard OpenCL hardware that support VGA and desktop. And Some applications such as usb camera YUYV to RGB , Sobel and so on.
Examples using the Cyclone V SoC chip
FPGA Design of a Spiking Neural Network.
Spiking Neural Network RTL Implementation
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch
CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL
A list of neuromorphic software projects
Fully opensource spiking neural network accelerator
A neural network built in Verilog for the DE1-SoC FPGA board for handwritten digit recognition.
Implementation of Hopfield network using Verilog
Tutorial for surrogate gradient learning in spiking neural networks
Auryn: A fast simulator for spiking neural networks with synaptic plasticity
Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks"
Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.