Northwestern University

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Filtering by: Keyword Information Theory Subject Artificial intelligence Subject Biophysics

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Design and Analysis of Neural Networks Using Information

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