THULemon / Neuromorphic-Computing
This is a collection of works and information on neuromorphic/ neuro-inspired computing.
☆13Updated 4 years ago
Related projects: ⓘ
- This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memri…☆16Updated last year
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 2 years ago
- Fully opensource spiking neural network accelerator☆119Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆71Updated 2 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆25Updated last year
- ☆8Updated 4 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆133Updated 10 months ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆31Updated 6 months ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆22Updated 5 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated 11 months ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆22Updated last year
- Metrics for spiking neural networks based on torchmetrics☆11Updated last year
- ☆39Updated 7 months ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆10Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆25Updated 2 years ago
- A Simulation Framework for Memristive Deep Learning Systems☆134Updated 4 months ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆24Updated 8 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆27Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆50Updated 3 years ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆19Updated last year
- ☆34Updated 2 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Updated 4 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆33Updated 4 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆30Updated 4 years ago
- Quantization-aware training with spiking neural networks☆34Updated 2 years ago
- ☆28Updated this week
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆53Updated last month
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆19Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆11Updated 2 years ago
- ☆14Updated last year