ianvermeulen / memristor_simulationsLinks
Simulations using Brian for memristor-based neural networks using STDP learning
☆27Updated 9 years ago
Alternatives and similar repositories for memristor_simulations
Users that are interested in memristor_simulations are comparing it to the libraries listed below
Sorting:
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆31Updated 2 years ago
- ☆42Updated 3 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆32Updated 2 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆40Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- memristor 1T1R array based CNN and ConvLSTM☆70Updated 6 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memri…☆23Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 4 years ago
- FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch☆83Updated 3 months ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆87Updated 3 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆48Updated 4 years ago
- Modeling of memristors in LTSpise environment☆34Updated 2 months ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Updated 5 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆54Updated 3 years ago
- Original DVS128 Gesture Dataset in PyTorch☆12Updated 2 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Updated 5 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆36Updated 3 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆186Updated last year
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆30Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated 2 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆199Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 5 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆135Updated 4 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆34Updated 5 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- ☆42Updated 6 years ago
- Spiking Neural Network RTL Implementation☆60Updated 4 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆62Updated 4 years ago