ianvermeulen / memristor_simulationsLinks
Simulations using Brian for memristor-based neural networks using STDP learning
☆26Updated 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:
- ☆37Updated 2 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆26Updated 2 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆31Updated 2 years ago
- This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memri…☆20Updated 2 years ago
- ☆9Updated 5 years ago
- memristor 1T1R array based CNN and ConvLSTM☆71Updated 5 years ago
- Memristor Reinforcement Learning☆29Updated 6 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆36Updated 4 years ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆12Updated last year
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆28Updated last year
- Modeling of memristors in LTSpise environment☆29Updated 7 months ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆41Updated 9 months ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆20Updated 3 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- training SNN with Resume algorithm☆12Updated 5 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆55Updated 3 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 5 years ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆19Updated 2 years ago
- Structured clustering for memristive crossbar based neuromorphic architectures☆14Updated 5 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆65Updated last year
- Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.☆27Updated 2 years ago
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆121Updated 6 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆29Updated 3 years ago
- A repository FPGA-friendly SNN models☆34Updated 4 years ago
- Spiking Neural Network RTL Implementation☆57Updated 3 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆26Updated 5 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆185Updated 6 years ago
- Memristor modeling artifacts (including a model for use with LTspice)