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Start Over Committee Member Alexander Ororbia Committee Member Mary Beth Rosson Access Level restricted_to_institution

1. Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time

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Author:
Mali, Ankur Arjun
Title:
Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
Turing machine
automata theory
deep neural networks
formal language
recurrent neural network
artificial neural networks
theoretical limits
grammatical inference
state machines
memory augmented neural networks
language modelling
File:
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Committee Members:
C Lee Giles, Chair & Dissertation Advisor
Alexander Ororbia, Special Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Major Field Member