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Filtering by: Unit (Department) Mathematical Sciences Remove constraint Unit (Department): Mathematical Sciences Keyword Neural Networks Remove constraint Keyword: Neural Networks

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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
Radial-Basis-Function Neural Network Optimization of Microwave Systems

Keyword:

QuickWave 3D, optimization technique, Neural Networks, and Microwave systems

Creator:

Murphy, Ethan Kane

Advisor:

Yakovlev, Vadim V.

Publisher:

Worcester Polytechnic Institute

Date Created:

2003-01-13

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
A Study of Several Statistical Methods for Classification with Application to Microbial Source Tracking

Keyword:

linear discriminant analysis (LDA), Classification, quadratic discriminant analysis (QDA), Neural Networks, microbial source tracking (MST), Support Vector Machines, Logistic regression, and k-nearest-neighbor (k-n-n)

Creator:

Zhong, Xiao

Advisor:

Wilbur, Jayson D.

Publisher:

Worcester Polytechnic Institute

Date Created:

2004-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences

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Creator

Murphy, Ethan Kane1
Witz, Evan1
Zhong, Xiao1

Advisor

Paffenroth, Randy Clinton1
Wilbur, Jayson D.1
Yakovlev, Vadim V.1

Contributor

Bidigare, Patrick1
Brown, Donald R.1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton1
Wilbur, Jayson D.1
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Unit (Department)

Mathematical Sciences[remove]3

Publisher

Worcester Polytechnic Institute3

Resource type

Thesis2
Dissertation1

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