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Neural Networks
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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
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
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
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
Faster Training of Neural Networks for Recommender Systems
Keyword:
Neural Networks
,
mixture of experts
, and
recommender systems
Creator:
Kogel, Wendy E.
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Automated On-line Diagnosis and Control Configuration in Robotic Systems Using Model Based Analytical Redundancy
Keyword:
robotic system
,
accommodation
,
isolation
,
SCARA robot
,
Neural Networks
, and
robust fault detection
Creator:
Kmelnitsky, Vitaly M
Advisor:
Demetriou, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-02-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mechanical Engineering
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
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
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
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
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