| The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex. | |
| | |
MedLine Citation:
|
PMID: 18815754 Owner: NLM Status: MEDLINE |
Abstract/OtherAbstract:
|
Analytical study of large-scale nonlinear neural circuits is a difficult task. Here we analyze the function of neural systems by probing the fuzzy logical framework of the neural cells' dynamical equations. Although there is a close relation between the theories of fuzzy logical systems and neural systems and many papers investigate this subject, most investigations focus on finding new functions of neural systems by hybridizing fuzzy logical and neural system. In this paper, the fuzzy logical framework of neural cells is used to understand the nonlinear dynamic attributes of a common neural system by abstracting the fuzzy logical framework of a neural cell. Our analysis enables the educated design of network models for classes of computation. As an example, a recurrent network model of the primary visual cortex has been built and tested using this approach. |
| | |
Authors:
|
Hong Hu; Su Li; YunJiu Wang; XiangLin Qi; ZhongZhi Shi |
Related Documents
:
|
19893754 - Dimensional reduction for the inverse problem of neural field theory. 14724374 - Artificial neural network analysis of malaria severity through aggregation and deformab... 22448854 - Bidirectional optical sorting of gold nanoparticles. 18052244 - Toward more reliable 13c and 1h chemical shift prediction: a systematic comparison of n... 11041954 - Nonstandard roughness of terraced surfaces 20366564 - Hierarchical random energy model of a spin glass. |
Publication Detail:
|
Type: Journal Article; Research Support, Non-U.S. Gov't Date: 2008-09-26 |
Journal Detail:
|
Title: Science in China. Series C, Life sciences / Chinese Academy of Sciences Volume: 51 ISSN: 1006-9305 ISO Abbreviation: Sci. China, C, Life Sci. Publication Date: 2008 Oct |
Date Detail:
|
Created Date: 2008-09-25 Completed Date: 2008-12-24 Revised Date: - |
Medline Journal Info:
|
Nlm Unique ID: 9611809 Medline TA: Sci China C Life Sci Country: China |
Other Details:
|
Languages: eng Pagination: 902-12 Citation Subset: IM |
Affiliation:
|
Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100080, China. huhong@ics.ict.ac.cn |
Export Citation:
|
APA/MLA Format Download EndNote Download BibTex |
| MeSH Terms | |
Descriptor/Qualifier:
|
Fuzzy Logic* Models, Neurological* Neurons / physiology* Visual Cortex / physiology* |
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
Previous Document: Coupling between elytra of some beetles: mechanism, forces and effect of surface texture.
Next Document: Simulation of blood flow in a small-diameter vascular graft model with a swirl (spiral) flow guider.