Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
☆13Aug 15, 2022Updated 4 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…☆13Nov 20, 2020Updated 5 years ago
- ☆14May 13, 2022Updated 4 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Sep 10, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆35Jun 17, 2024Updated 2 years ago
- Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"☆17Oct 28, 2020Updated 5 years ago
- ☆22Jun 23, 2026Updated last month
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆30Updated this week
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆34Feb 6, 2023Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆53Jun 1, 2021Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆27Aug 7, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12Mar 1, 2024Updated 2 years ago
- A Spiking Neural Network encoder for time series data☆23Jul 6, 2026Updated last month
- 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 9 years ago
- Based on https://code.google.com/p/imageclipper/ with enhancements☆10May 18, 2014Updated 12 years ago
- ☆13Jun 13, 2018Updated 8 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Heterogenous ML accelerator☆23May 5, 2025Updated last year
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆32Aug 18, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Arduino based sensor learning project | MAX86150 | ECG | ESP8266☆14Dec 28, 2020Updated 5 years ago
- Virtualized Accelerator Orchestration for Multi-Tenant Workloads☆22Nov 17, 2024Updated last year
- 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
- ☆12Jan 14, 2025Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- ☆113Mar 18, 2024Updated 2 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆14Jun 30, 2022Updated 4 years ago
- This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking…☆45Jul 25, 2024Updated 2 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning