StereoSpike: Depth Learning with a Spiking Neural Network

28 September 2021

Ulysse Rançon

Javier Cuadrado-Anibarro

Benoit R. Cottereau

T. Masquelier

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Papers citing "StereoSpike: Depth Learning with a Spiking Neural Network"

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Title
DELTA: Dense Depth from Events and LiDAR using Transformer's Attention Vincent Brebion Julien Moreau Franck Davoine 38 0 0 05 May 2025
DERD-Net: Learning Depth from Event-based Ray Densities Diego de Oliveira Hitzges Suman Ghosh Guillermo Gallego 3DV MDE 28 0 0 22 Apr 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 45 0 0 25 Mar 2025
Spatial-Temporal Search for Spiking Neural Networks Kaiwei Che Zhaokun Zhou Li-xin Yuan Jianguo Zhang Yonghong Tian Luziwei Leng 32 0 0 24 Oct 2024
Event-based Stereo Depth Estimation: A Survey Suman Ghosh Guillermo Gallego 3DV 36 3 0 26 Sep 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 34 14 0 08 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods Chenlin Zhou Han Zhang Liutao Yu Yumin Ye Zhaokun Zhou Liwei Huang Zhengyu Ma Xiaopeng Fan Huihui Zhou Yonghong Tian 46 10 0 06 May 2024
Event-based Shape from Polarization with Spiking Neural Networks Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 25 1 0 26 Dec 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 23 202 0 25 Oct 2023
Integrate-and-fire circuit for converting analog signals to spikes using phase encoding Javier Lopez-Randulfe Nico Reeb Alois Knoll 18 2 0 03 Oct 2023
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks Abir Riahi É. Plourde 16 7 0 26 Jul 2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding Yusuke Sakemi Kakei Yamamoto T. Hosomi Kazuyuki Aihara 40 7 0 24 Jul 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 26 5 0 20 Jul 2023
Direct Learning-Based Deep Spiking Neural Networks: A Review Yu-Zhu Guo Xuhui Huang Zhe Ma AI4CE 77 47 0 31 May 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 31 11 0 24 Apr 2023
Optical flow estimation from event-based cameras and spiking neural networks Javier Cuadrado Ulysse Rançon Benoit R. Cottereau Francisco Barranco T. Masquelier 3DPC 27 38 0 13 Feb 2023
MSS-DepthNet: Depth Prediction with Multi-Step Spiking Neural Network Xiaoshan Wu Weihua He Man Yao Ziyang Zhang Yaoyuan Wang Guoqiu Li 6 5 0 22 Nov 2022
Spiking neural networks for nonlinear regression Alexander Henkes Jason Eshraghian Henning Wessels 39 27 0 06 Oct 2022
Uncertainty Guided Depth Fusion for Spike Camera Jianing Li Jiaming Liu Xi Wei Jiyuan Zhang Ming Lu Lei Ma Li Du Tiejun Huang Shanghang Zhang 3DH MDE 24 1 0 26 Aug 2022
Spiking Neural Networks for Frame-based and Event-based Single Object Localization Sami Barchid José Mennesson J. Eshraghian Chaabane Djéraba Bennamoun 27 29 0 13 Jun 2022
Event-based Video Reconstruction via Potential-assisted Spiking Neural Network Lin Zhu Tianlin Li Yi Chang Jianing Li Tiejun Huang Yonghong Tian 25 93 0 25 Jan 2022
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 477 0 08 Feb 2021
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 46 113 0 16 Oct 2020
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 91 160 0 14 Mar 2020