PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses
☆21Sep 25, 2021Updated 4 years ago
Alternatives and similar repositories for srnn-pcm
Users that are interested in srnn-pcm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- JAX implementation of MAML on the analog spiking neural network accelerator for the edge adaptation☆11Jan 26, 2023Updated 3 years ago
- ☆22Jun 23, 2026Updated 2 months ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 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…☆24Jan 14, 2023Updated 3 years ago
- JAX implementation of "Gradients without Backpropagation" paper☆25Apr 21, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- ☆32Jan 9, 2025Updated last year
- ☆13May 13, 2022Updated 4 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆32Aug 9, 2023Updated 3 years ago
- Deep and online learning with spiking neural networks in Python for Graphcore IPU☆10Apr 8, 2023Updated 3 years ago
- ☆17May 1, 2024Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆68Feb 18, 2022Updated 4 years ago
- ☆10Jan 22, 2020Updated 6 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆33Jan 7, 2025Updated last year
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆21Sep 10, 2021Updated 4 years ago
- Codes for femtosecond laser interaction research☆13Aug 10, 2026Updated 3 weeks ago
- Models and training scripts for "LSTMs for Keyword Spotting with ReRAM-based Compute-In-Memory Architectures" (ISCAS 2021).☆17Mar 25, 2021Updated 5 years ago
- Code for "Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation"☆21May 8, 2025Updated last year
- Code for Edge Learning Using a Fully Integrated Neuro-Inspired Memristor Chip☆17Jul 16, 2023Updated 3 years ago
- ☆24Apr 20, 2024Updated 2 years ago
- ☆20Jan 19, 2026Updated 7 months ago
- Official implementation of "Traveling Waves Encode the Recent Past and Enhance Sequence Learning" (ICLR 2024)☆12Mar 15, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multidigraph learning (MDGL) for training recurrent spiking neural networks☆13Dec 18, 2021Updated 4 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆53Jun 26, 2022Updated 4 years ago
- Quick tutorial to Deep Rewiring☆15Dec 23, 2018Updated 7 years ago
- Simple modular python package for physical reservoir computing. Use your own experimental data.☆14Oct 25, 2024Updated last year
- python code for the JUAMI potentiostat☆12Jun 21, 2026Updated 2 months ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆38Feb 20, 2026Updated 6 months ago
- This repository includes the Resistive Random Access Memory (RRAM) Compiler which is designed in the context of the research project of D…☆83Oct 10, 2022Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆54Jun 1, 2021Updated 5 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Feb 2, 2023Updated 3 years ago
- ☆13Dec 19, 2024Updated last year
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Oct 9, 2023Updated 2 years ago