This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. It trains spiking neural network to learn spatial temporal patterns.
☆45Jul 25, 2024Updated last year
Alternatives and similar repositories for snn-iir
Users that are interested in snn-iir are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- Encoders for turning real-valued data into spike trains.☆12Feb 5, 2021Updated 5 years ago
- 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.
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- This is the implementation of MLF & spiking DS-ResNet☆16Dec 20, 2023Updated 2 years ago
- ☆42Sep 4, 2019Updated 6 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- ☆16Aug 21, 2020Updated 5 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆19Jan 16, 2025Updated last year
- [CELL PATTERNS] Official repo of Noisy Spiking Neural Networks☆21Sep 15, 2023Updated 2 years ago
- 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
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 3 years ago
- ☆257May 8, 2021Updated 4 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- ☆10Jan 22, 2020Updated 6 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆398Sep 7, 2021Updated 4 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆61Feb 18, 2022Updated 4 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- ☆47Jul 2, 2022Updated 3 years ago
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆20Sep 26, 2023Updated 2 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆41Jan 7, 2020Updated 6 years ago
- Python code implementing the algorithms of my MSc Dissertation on "Modified training for increased robustness in memristor-based neural n…☆16Jan 23, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An implementation of a differentiable point process and a differentiable spiking neural network.☆22Jun 8, 2021Updated 4 years ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- Source code for AAAI 2024 paper "Finding Visual Saliency in Continuous Spike Stream"☆13Aug 21, 2025Updated 7 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆53Nov 8, 2022Updated 3 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 6 months ago