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Filtering by: Resource type Dissertation Subject Neurosciences Subject Artificial intelligence

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Description:: Movement and sensing fundamentally works in a synergistic manner. Animal's sensory organs --- be they independently movable like eyes or requiring whole body movement as in the case of electroreceptors --- are actively manipulated throughout stimulus-driven active sensing behaviors. Though these sensing-related motions have been individually reported and analyzed across...
Keyword:: behavior, uncertainty, Shannon-Weaver entropy, exploration-exploitation tradeoff, active sensing, and information theory
Subject:: Artificial intelligence, Neurosciences, and Engineering
Creator:: Chen, Chen
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 04/15/2021
Date Created:: 2019-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_675222 and http://dissertations.umi.com/northwestern:14742

Description:: We present two ways in which measures of information can be used for the design and analysis of neural networks in both the brain and the computer. In the brain, stimulus is often represented as a distributed pattern of activity in a network of neurons. The quality of such population...
Keyword:: Neural Coding, Fisher Information, Memory, Neural Networks, Population Coding, and Information Theory
Subject:: Artificial intelligence, Neurosciences, and Biophysics
Creator:: Kim, Hyun Jin
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/01/2021
Date Created:: 2020-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_764291 and http://dissertations.umi.com/northwestern:15264

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