Neuron-Astrocyte Liquid State Machine
☆24Nov 24, 2021Updated 4 years ago
Alternatives and similar repositories for NALSM
Users that are interested in NALSM are comparing it to the libraries listed below
Sorting:
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Feb 15, 2023Updated 3 years ago
- A Liquid State Machine using quantized neurons that are operating on lower-bit representations and fixed point computations. It provides …☆15Apr 8, 2024Updated last year
- Liquid State Machines in Python and NEST☆76Nov 6, 2020Updated 5 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 3 years ago
- STBP (Spatio Temporal Back Propagation) implemented on SL-Animals-DVS dataset for training Spiking Neural Networks☆11Jul 15, 2024Updated last year
- ☆13Apr 27, 2019Updated 6 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆28Feb 21, 2024Updated 2 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Feb 10, 2023Updated 3 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆37Nov 8, 2021Updated 4 years ago
- ☆34Mar 21, 2020Updated 5 years ago
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆23Dec 29, 2023Updated 2 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆21Feb 14, 2022Updated 4 years ago
- An energy simulation framework for BPTT-based SNN inference and training.☆17Sep 6, 2023Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆109Feb 25, 2020Updated 6 years ago
- Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…☆17May 17, 2013Updated 12 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Feb 17, 2023Updated 3 years ago
- Human Action (Hand Gestures) Recognition with Spiking Neural Network☆19Feb 16, 2026Updated 2 weeks ago
- This is the official project repository for BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blu…☆34Nov 22, 2024Updated last year
- spiking-neural-networks☆38Oct 4, 2025Updated 4 months ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆24Sep 11, 2023Updated 2 years ago
- An automated HDC platform☆11Updated this week
- Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.☆24Feb 15, 2023Updated 3 years ago
- My tensorflow sandbox☆57Jun 13, 2019Updated 6 years ago
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆43Mar 2, 2025Updated last year
- I will share some useful or interesting papers about neuromorphic processor☆28Feb 6, 2025Updated last year
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆28Sep 23, 2024Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆27Dec 14, 2023Updated 2 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆30Dec 17, 2020Updated 5 years ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Nov 25, 2022Updated 3 years ago
- ☆82Feb 8, 2026Updated 3 weeks ago
- High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.☆28Oct 11, 2025Updated 4 months ago
- Code for "Meta Learning Backpropagation And Improving It" @ NeurIPS 2021 https://arxiv.org/abs/2012.14905☆33Jan 9, 2022Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Apr 16, 2024Updated last year
- The official implementation of HPCA 2025 paper, Prosperity: Accelerating Spiking Neural Networks via Product Sparsity☆37Aug 9, 2025Updated 6 months ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆39Sep 4, 2024Updated last year
- EE 272B - VLSI Design Project☆15Jun 24, 2021Updated 4 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Jul 28, 2021Updated 4 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆161Nov 1, 2021Updated 4 years ago