DocumentCode :
727202
Title :
Live demonstration: Spiking neural circuit based navigation inspired by C. elegans thermotaxis
Author :
Shetty, Chirag ; Nitchith, Sri ; Rawat, Rishabh ; Nandakumar, S.R. ; Shah, Pritesh ; Kulkarni, Shruti ; Rajendran, Bipin
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Bombay, Mumbai, India
fYear :
2015
fDate :
24-27 May 2015
Firstpage :
1905
Lastpage :
1905
Abstract :
We demonstrate a Spiking Neural Network (SNN) driven autonomous navigation system implemented on a robot. The neural architecture is inspired by those in nematode Caenorhabditis elegans used for thermotaxis, the behavior of tracking thermal isotherms. Our network uses light intensity as the sensor input, instead of temperature in the worm. The network is able to detect the gradations in sensor-input based on local information, and to make decisions in real time. This enables the robot to do a random search and to track specific intensity regions.
Keywords :
biomimetics; decision making; mobile robots; navigation; neural nets; optical sensors; C. elegans thermotaxis; SNN; autonomous navigation system; light intensity; nematode Caenorhabditis elegans; neural architecture; robot; spiking neural circuit; spiking neural network; thermal isotherms; Biological neural networks; Grippers; Navigation; Neurons; Real-time systems; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2015 IEEE International Symposium on
Conference_Location :
Lisbon
Type :
conf
DOI :
10.1109/ISCAS.2015.7169038
Filename :
7169038
Link To Document :
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