Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification

29 July 2024

Papers citing "Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification"

6 / 6 papers shown

Title
Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding Francesca Rivelli Martin Popov Charalampos Kouzinopoulos Guangzhi Tang 27 0 0 15 Apr 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation Hongze Sun Jun Wang Wuque Cai Duo Chen Qianqian Liao Jiayi He Yan Cui D. Yao Daqing Guo 60 0 0 13 Mar 2025
Learning Normal Flow Directly From Event Neighborhoods Dehao Yuan Levi Burner Jiayi Wu Minghui Liu Jingxi Chen Yiannis Aloimonos Cornelia Fermuller 3DPC 122 3 0 15 Dec 2024
Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics Adarsh Kosta Kaushik Roy 27 26 0 21 Sep 2022
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 139 684 0 31 Jan 2021
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 81 160 0 14 Mar 2020