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Filtering by: Contributor Brown, Donald R. Contributor Paffenroth, Randy Clinton Collections PhD Dissertations

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
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems

Keyword:

interacting multiple model, kalman filter, gilbert-elliott, joint coding and modulation, maneuvering target tracking, and deep learning

Creator:

Vedula, Kirty P.

Advisor:

Brown, Donald R.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-11-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering