Tag: SNN
All the articles with the tag "SNN".
SpikeCV: Open a Continuous Computer Vision Era
Updated: at 14:57Published: at 15:33事件相机开源框架。
Neuromorphic computing at scale
Updated: at 14:57Published: at 22:11发在Nature上的一篇review，讨论了SNN/神经模态计算社区现在面临的一些问题、挑战，和一些可能的发展方向。
SDiT: Spiking Diffusion Model with Transformer
Updated: at 14:57Published: at 14:10脉冲Diffusion Transformer，里面的Transformer的结构是RWKV的。
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
Updated: at 14:57Published: at 15:23NIPS2024。主要研究的是静态任务中，推理前膜电位初始值设置对精度的影响。
VPRTempo: A Fast Temporally Encoded Spiking Neural Network for Visual Place Recognition
Updated: at 15:06Published: at 15:34ICRA2024的论文，用Temporal Encoding的STDP Direct Training的SNN做场景识别的任务。太简单了
Memory-Efficient Reversible Spiking Neural Networks
Updated: at 15:06Published: at 14:35通过设计提高训练速度，降低显存占用的工作。
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding
Updated: at 15:06Published: at 16:40SNN+Mamba完成TVG时序视频定位任务，哈工大和北大的工作。
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
Updated: at 15:06Published: at 12:46SpikeYOLO，中科院自动化所的工作，ECCV2024 Oral
SNN视频流任务调研
Updated: at 15:06Published: at 13:42学习一下视频stream上任务的一些工作，大概计划一下后续的工作。
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN
Updated: at 15:06Published: at 14:19游康师兄的工作，ANN2SNN的Transformer。