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Author:

Rahman, Rayhan

Title:

Continuous Sign Language Recognition Using Deep Learning Models

Area of Honors:

Computer Engineering

Keywords:

deep learning
DGS
sign language
continuous sign language recognition
LSTM
Encoder
Encoder-Decoder
RNN
CNN
WER
RWTH-PHOENIX
HMM
CTC Loss
Cross-Entropy Loss
Softmax Function
Loss Function

File:

Download Rahman_Thesis.pdf

Thesis Supervisors:

Mahanth Gowda, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Mitrik, Andre

Title:

Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Spiking Neural Networks
Backpropagation
Principal Component Analysis
Neural Networks

File:

Download Andre_Mitrik_Thesis.pdf

Thesis Supervisors:

Abhronil Sengupta, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Raju, Anand

Title:

Detecting and Tracking Insects in the InsectEye Device

Area of Honors:

Computer Engineering

Keywords:

Tracking
Detection
Neural Networks

File:

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Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

Author:

Rathi, Muskan

Title:

Collusion Detection in Auctions Using Machine Learning Algorithms

Area of Honors:

Computer Engineering

Keywords:

Economics
Computational Economics
Collusion
Auction
Auction Equilibrium
Bayes Nash Equilibrium
Machine Learning

File:

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Thesis Supervisors:

Nima Haghpanah, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor