aitor-martinez-seras / SNN-Automotive-Object-Detection
Code of the paper "Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery"
☆25Updated last year
Alternatives and similar repositories for SNN-Automotive-Object-Detection:
Users that are interested in SNN-Automotive-Object-Detection are comparing it to the libraries listed below
- Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network☆96Updated 4 months ago
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆73Updated 2 years ago
- Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-effi…☆172Updated last week
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆53Updated 4 months ago
- Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation …☆174Updated 11 months ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆173Updated this week
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆39Updated 9 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆53Updated last year
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)☆107Updated 3 months ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆51Updated 2 years ago
- Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024☆26Updated 6 months ago
- This is the official implementation of the 'SFOD: Spiking Fusion Object Detection'.☆33Updated last year
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆27Updated last year
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆78Updated 11 months ago
- Offical implementation of "Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation" (AAAI2025 Oral)☆18Updated 3 months ago
- [ICCV-23] Masked Spiking Transformer☆32Updated last month
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 2 years ago
- Spiking Global-Local Fusion Transformer☆17Updated this week
- Awesome Spiking Neural Networks☆127Updated last month
- [PokerEvent Benchmark Dataset & SNN-ANN Baseline] Official PyTorch implementation of "SSTFormer: Bridging Spiking Neural Network and Memo…☆17Updated last year
- ☆9Updated last year
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆57Updated last month
- Deep Residual Learning in Spiking Neural Networks☆164Updated 2 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆19Updated last year
- Advancing Spiking Neural Networks towards Deep Residual Learning☆51Updated 3 weeks ago
- ☆12Updated 4 years ago
- Real Spike: Learning Real-valued Spikes for Spiking Neural Networks☆11Updated 2 years ago
- ☆61Updated last year
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆18Updated 2 years ago
- [AAAI-2024] HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors☆41Updated this week