Arid
DOI10.1007/s12064-008-0038-8
A model for the neuronal substrate of dead reckoning and memory in arthropods: a comparative computational and behavioral study
Bernardet, Ulysses; Bermudez i Badia, Sergi; Verschure, Paul F. M. J.
通讯作者Bernardet, Ulysses
会议名称Annual European Conference on Complex Systems
会议日期OCT 01-06, 2007
会议地点Dresden, GERMANY
英文摘要

Returning to the point of departure after exploring the environment is a key capability for most animals. In the absence of landmarks, this task will be solved by integrating direction and distance traveled over time. This is referred to as path integration or dead reckoning. An important question is how the nervous systems of navigating animals such as the 1 mm(3) brain of ants can integrate local information in order to make global decision. In this article we propose a neurobiologically plausible system of storing and retrieving direction and distance information. The path memory of our model builds on the well established concept of population codes, moreover our system does not rely on trigonometric functions or other complex non-linear operations such as multiplication, but only uses biologically plausible operations such as integration and thresholding. We test our model in two paradigms; in the first paradigm the system receives input from a simulated compass, in the second paradigm, the model is tested against behavioral data recorded from 17 ants. We were able to show that our path memory system was able to reliably encode and compute the angle of the vector pointing to the start location, and that the system stores the total length of the trajectory in a dependable way. From the structure and behavior of our model, we derive testable predictions both at the level of observable behavior as well as on the anatomy and physiology of its underlying neuronal substrate.


英文关键词path integration dead reckoning arthropod path memory population code vector decoding neuronal model
来源出版物THEORY IN BIOSCIENCES
ISSN1431-7613
出版年2008
卷号127
期号2
页码163-175
出版者SPRINGER
类型Article;Proceedings Paper
语种英语
国家Spain
收录类别CPCI-S ; SCI-E
WOS记录号WOS:000255878100011
WOS关键词PATH-INTEGRATION ; POLARIZATION VISION ; HONEYBEE NAVIGATION ; DISTANCE ESTIMATION ; PLATEAU POTENTIALS ; CATAGLYPHIS-FORTIS ; ACCESSORY MEDULLA ; NETWORK MODEL ; TERM-MEMORY ; DESERT ANTS
WOS类目Biology ; Mathematical & Computational Biology
WOS研究方向Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/297448
作者单位Univ Pompeu Fabra, IUA, ICREA, Barcelona 08018, Spain
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Bernardet, Ulysses,Bermudez i Badia, Sergi,Verschure, Paul F. M. J.. A model for the neuronal substrate of dead reckoning and memory in arthropods: a comparative computational and behavioral study[C]:SPRINGER,2008:163-175.
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