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
- JAX implementation of "Gradients without Backpropagation" paper☆25Apr 21, 2023Updated 2 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆32Feb 6, 2023Updated 3 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- ☆32Jan 9, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- ☆14May 13, 2022Updated 3 years ago
- ☆26Mar 18, 2026Updated last month
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆31Aug 9, 2023Updated 2 years ago
- ☆18May 1, 2024Updated last year
- Deep and online learning with spiking neural networks in Python for Graphcore IPU☆10Apr 8, 2023Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆61Feb 18, 2022Updated 4 years ago
- ☆10Jan 22, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆31Jan 7, 2025Updated last year
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Sep 10, 2021Updated 4 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆50Jun 26, 2022Updated 3 years ago
- ☆19Mar 13, 2023Updated 3 years 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 Edge Learning Using a Fully Integrated Neuro-Inspired Memristor Chip☆17Jul 16, 2023Updated 2 years ago
- Multidigraph learning (MDGL) for training recurrent spiking neural networks☆14Dec 18, 2021Updated 4 years ago
- ☆24Apr 20, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Codes for femtosecond laser interaction research☆13Jun 25, 2025Updated 9 months ago
- Quick tutorial to Deep Rewiring☆15Dec 23, 2018Updated 7 years ago
- ☆14Dec 19, 2024Updated last year
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆35Feb 20, 2026Updated last month
- This repository includes the Resistive Random Access Memory (RRAM) Compiler which is designed in the context of the research project of D…☆79Oct 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
- [TCDS] The implementation of SpikingVit for object detection on event-based datasets.☆11Jul 6, 2024Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆53Jun 1, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- An object detection model for NMNIST larger video frame☆12Feb 24, 2022Updated 4 years ago
- Camel Restlet and JDBC usage example☆16Jun 3, 2015Updated 10 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Jan 15, 2026Updated 3 months ago
- CelePixel CeleX5-MIPI C++ API Wrapper for Python 3☆11May 11, 2023Updated 2 years ago
- ☆12Mar 1, 2024Updated 2 years ago
- Neuromorphic simulator with two modes of computation☆11Mar 4, 2026Updated last month