synsense / snn-workshop-amld-2022
☆15Updated last year
Alternatives and similar repositories for snn-workshop-amld-2022:
Users that are interested in snn-workshop-amld-2022 are comparing it to the libraries listed below
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆24Updated 2 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆42Updated 11 months ago
- FPGA Design of a Spiking Neural Network.☆35Updated 9 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆27Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆31Updated 5 months ago
- Quantization-aware training with spiking neural networks☆38Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- ☆13Updated 2 months ago
- ☆89Updated 11 months ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆21Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆28Updated 8 months ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆59Updated 3 weeks ago
- A Liquid State Machine using quantized neurons that are operating on lower-bit representations and fixed point computations. It provides …☆13Updated 10 months ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- ☆45Updated 2 years ago
- A Loihi emulator based on Brian2☆25Updated 3 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆71Updated this week
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆27Updated last year
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 8 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆11Updated 2 years ago
- ☆13Updated 4 years ago
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆11Updated last year
- ☆32Updated last year
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆46Updated 4 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆82Updated last year