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Filtering by: Keyword Neural Networks Remove constraint Keyword: Neural Networks Collections PhD Dissertations Remove constraint Collections: PhD Dissertations

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Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Keyword:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Creator:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Magnetic Resonance Image segmentation using Pulse Coupled Neural Networks

Keyword:

fibroglandular, adipose, Gaussian Mixture Models, GM, breast cropping, Neural Networks, WM, Expectation Maximization, brain cropping, CSF, PCNN, small mammals, brain segmentation, and Segmentation

Creator:

Swathanthira Kumar, Murali Murugavel M

Advisor:

Sullivan, John M.

Publisher:

Worcester Polytechnic Institute

Date Created:

2009-05-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
Low-order coupled map lattices for estimation of wake patterns behind vibrating flexible cables

Keyword:

flow control, coupled map lattices, multi-variable least squares algorithm, adaptive estimation, vortex shedding, Neural Networks, cylinder wake patterns, low dimensional models, and fluid-structure interaction

Creator:

Balasubramanian, Ganapathi Raman

Advisor:

Olinger, David J.

Publisher:

Worcester Polytechnic Institute

Date Created:

2003-09-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering

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PhD Dissertations[remove]3

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Current results range from 2003 to 2022

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Creator

Balasubramanian, Ganapathi Raman1
Swathanthira Kumar, Murali Murugavel M1
Witz, Evan1

Advisor

Olinger, David J.1
Paffenroth, Randy Clinton1
Sullivan, John M.1

Contributor

Bidigare, Patrick1
Brown, Donald R.1
Fischer, Gregory S.1
Gatsonis, Nikolaos A.1
Karniadakis, George E.1
more Contributors »

Unit (Department)

Mathematical Sciences1
Mechanical Engineering2

Publisher

Worcester Polytechnic Institute3

Resource type

Dissertation3

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