Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition

Author:

Hussaini Somayeh1,Milford Michael1,Fischer Tobias1

Affiliation:

1. School of Electrical Engineering and Robotics, Queensland University of Technology,QUT Centre for Robotics,Brisbane,QLD,Australia,4000

Funder

University of Technology (QUT) through the Centre for Robotics

Publisher

IEEE

Reference60 articles.

1. Spatio-Temporal Memory for Navigation in a Mushroom Body Model

2. Unsupervised learning of digit recognition using spike-timing-dependent plasticity

3. An end-to-end spiking neural network platform for edge robotics: From event-cameras to central pattern generation;lele;IEEE Trans Cogn Devel Syst,2021

4. SLAM-Loop Closing with Visually Salient Features

5. Where Is Your Place, Visual Place Recognition?

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. VPRTempo: A Fast Temporally Encoded Spiking Neural Network for Visual Place Recognition;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

2. Aggregating Multiple Bio-Inspired Image Region Classifiers for Effective and Lightweight Visual Place Recognition;IEEE Robotics and Automation Letters;2024-04

3. Biologically Inspired SNN for Robot Control;Advances in Systems Analysis, Software Engineering, and High Performance Computing;2023-06-16

4. Introduction;Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems;2012-02-24

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