NDLI: Grid cell field reconstruction based on rat hippocampal cognitive mechanism and hebbian plasticity

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Grid cell field reconstruction based on rat hippocampal cognitive mechanism and hebbian plasticity

Content Provider	IET Digital Library
Author	Yu, Naigong Zhai, Yujia
Abstract	The grid cells have obvious spatial firing characteristics and can form a hexagonal grid firing structure. It uses its own motion information to encode space, and forms a stable grid structure by integrating paths. Grid cells are an important part of spatial expression. Through spatial expression, mammals can find their way. Given a starting and ending point, many animals are able to navigate autonomously without training, finding a target point, and showing that the hippocampus plays a role. In the process of exploring the environment of rats, footprints will spread all over the environment, and grid cell field will be generated. However, due to errors in velocity estimation and inherent noise in neural calculation, the continuous accumulation of errors will lead to the instability of grid cell field. The authors use the plasticity of Hebbian to reconstruct the grid field, enhance the stability of the grid cell field, so that mammals can locate and navigate more accurately in complex or dynamic environments.
Starting Page	460
Ending Page	465
Page Count	6
Volume Number	2020
e-ISSN	20513305
Issue Number	Issue 13, Jul (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/joe/2020/13
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/joe.2019.1141
Journal	The Journal of Engineering
Publisher	The Institution of Engineering and Technology
Publisher Date	2020-01-13
Access Restriction	Open
Rights License	Creative Commons Attribution-Non Commercial-No Derivs License (http://creativecommons.org/licenses/by-nc-nd/3.0/)
Subject Keyword	Biology And Medical Computing Brain Model Cognition Computer Vision And Image Processing Technique Grid Cell Grid Cell Field Reconstruction Grid Field Hebbian Learning Hexagonal Grid Firing Structure Neural Computing Technique Neural Nets Neurophysiology Obvious Spatial Firing Characteristic Rat Hippocampal Cognitive Mechanism Spatial Expression Stable Grid Structure Statistics
Content Type	Text
Resource Type	Article

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