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Filtering by: Keyword Neural Networks Resource type Dissertation Subject Artificial intelligence

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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

Description:: Natural Language Processing methods have become increasingly important for a variety of high- and low-level tasks including speech recognition, question answering, and automatic language translation. The state of the art performance of these methods is continuously advancing, but reliance on labeled training data sets often creates an artificial upper bound...
Keyword:: Word Embeddings, Natural Language Processing, Polysemy, and Neural Networks
Subject:: Artificial intelligence and Computer science
Creator:: Lucas, Michael Ryan
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/12/2020
Date Created:: 2017-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_677765 and http://dissertations.umi.com/northwestern:14760

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