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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
Simulations and ML for parachute guidance
Keyword:
Python
,
Simulator
,
Neural Networks
,
Machine Learning
,
Vision-Based Navigation
, and
Digital Image Processing
Creator:
Malabanti, Grace
,
Spitaels, Juliette
, and
Scheufele, Joseph
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Design and Evaluation of Bit-sliced Neural Network and Post-Quantum Implementations
Keyword:
Software Acceleration
,
Bit-slicing
,
Lattice-Based Post-Quantum Cryptography
,
Neural Networks
,
Electromagnetic Fault Injection Attacks
, and
Fault Countermeasures
Creator:
Singh, Richa
Advisor:
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Deep Reinforcement Learning for GO AI
Keyword:
Reinforcement Learning
,
Monte-Carlo Tree Search
,
Machine Learning
,
Supervised Learning
,
Minimax
, and
Neural Networks
Creator:
Aranda Ramirez, Esteban
and
Graham, Thomas
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Major Qualifying Project
Adaptively-Halting RNN for Tunable Early Classification of Time Series
Keyword:
Classification
,
Time series
,
Machine Learning
, and
Neural Networks
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-11-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Ballistocardiography-based Authentication using Convolutional Neural Networks
Keyword:
Neural Networks
,
Security
,
biometrics
,
wearable technology
, and
ballistocardiography
Creator:
Hebert, Joshua A.
Advisor:
Venkatasubramanian, Krishna Kumar
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Report
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Binary Neural Network on an FPGA
Keyword:
FPGA
,
Real time
,
Neural Networks
, and
Deep Learning
Creator:
Redkar, Shrutika
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
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
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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