Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
☆13Aug 15, 2022Updated 3 years ago
Alternatives and similar repositories for SNN-Adversarial-Attacks
Users that are interested in SNN-Adversarial-Attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Aug 21, 2020Updated 5 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
- ☆14May 13, 2022Updated 3 years ago
- Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"☆17Oct 28, 2020Updated 5 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆31Feb 9, 2026Updated last month
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Jun 17, 2024Updated last year
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Sep 10, 2021Updated 4 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆33Feb 6, 2023Updated 3 years ago
- A repository with teaching materials for electrochemical impedance spectroscopy.☆10May 28, 2018Updated 7 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
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆53Jun 1, 2021Updated 4 years ago
- ☆12Mar 1, 2024Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- A Spiking Neural Network encoder for time series data☆22Sep 5, 2021Updated 4 years ago
- MESD MOSFET Electrical Simulation Dataset☆15Dec 26, 2025Updated 3 months ago
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆44Mar 2, 2025Updated last year
- Tooling to use the Pynq Board somewhat nicely☆13Dec 5, 2022Updated 3 years ago
- Adversarial attack methods, FGSM and TGSM, implemented in Chainer☆15Jul 7, 2017Updated 8 years ago
- ☆13Jun 13, 2018Updated 7 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Based on https://code.google.com/p/imageclipper/ with enhancements☆10May 18, 2014Updated 11 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Heterogenous ML accelerator☆20May 5, 2025Updated 10 months ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆16Jan 11, 2023Updated 3 years ago
- built Memristor model and simulated learning circuit with python☆13Apr 11, 2022Updated 3 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
- ☆39Jan 26, 2022Updated 4 years ago
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆31Aug 18, 2021Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago
- ☆105Mar 18, 2024Updated 2 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Jan 14, 2025Updated last year
- Arduino based sensor learning project | MAX86150 | ECG | ESP8266☆14Dec 28, 2020Updated 5 years ago
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆13Jun 30, 2022Updated 3 years ago
- This is a 3-layer SNN for MNIST☆14May 11, 2022Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Sep 28, 2020Updated 5 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆48Jul 25, 2024Updated last year