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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

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