Flyintel - a Platform for Robot Navigation based on a Brain-Inspired Spiking Neural Network

被引:0
作者
Yao, Huang-Yu [1 ]
Huang, Hsuan-Pei [1 ]
Huang, Yu-Chi [1 ]
Lo, Chung-Chuan [1 ]
机构
[1] Natl Tsing Hua Univ, Inst Syst Neurosci, Hsinchu 30013, Taiwan
来源
2019 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2019) | 2019年
关键词
spiking neural network; navigation; robotics; Drosophila; central complex;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spiking neural networks (SNN) are regarded by many as the "third generation network" that will solve computation problems in a more biologically realistic way. In our project, we design a robotic platform controlled by a user-defined SNN in order to develop a next generation artificial intelligence robot with high flexibility. This paper describes the preliminary progress of the project. We first implement a basic simple decision network and the robot is able to perform a basic but vital foraging and risk-avoiding task. Next, we implement the neural network of the fruit fly central complex in order to endow the robot with spatial orientation memory, a crucial function underlying the ability of spatial navigation.
引用
收藏
页码:219 / 220
页数:2
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