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Open Access

Author:: Tewari, Ashutosh
Title:: PRIOR KNOWLEDGE BASED IDENTIFICATION OF TAKAGI-SUGENO-KANG FUZZY MODELS FOR STATIC NONLINEAR SYSTEMS
Graduate Program:: Engineering Science and Mechanics
Keywords:: Knowledge-based systems
Data driven models
Neuro-fuzzy models
TSK fuzzy models
Artificial Intelligence
File:: Download PhDDissertationTewari.pdf
Committee Members:: Dr Mirna Urquidi Macdonald, Dissertation Advisor/Co-Advisor
Mirna Urquidi Macdonald, Committee Chair/Co-Chair
Joseph Paul Cusumano, Committee Member
Akhlesh Lakhtakia, Committee Member
Soundar Rajan Tirupatikumara, Committee Member

Open Access

Author:: Shah, Mirza Akbar
Title:: A LANGUAGE-BASED SOFTWARE FRAMEWORK FOR MISSION PLANNING IN AUTONOMOUS MOBILE ROBOTS
Graduate Program:: Computer Science and Engineering
Keywords:: Software Engineering
Software Framework
Autonomy
Autonomous Robots
Autonomous Vehicles
Planning
Domain-Specific Programming Languages
Artificial Intelligence
Distributed Planning
Hierarchical Planning
Multi-Agent Planning
File:: Download thesis_shah.pdf
Committee Members:: John Joseph Hannan, Thesis Advisor/Co-Advisor
John Joseph Hannan, Thesis Advisor/Co-Advisor

Open Access

Author:: Patki, Mayuresh Premanand
Title:: A Low Power and Area Efficient CMOS Implementation of Multilayer Feedforward Artificial Neural Network
Graduate Program:: Electrical Engineering
Keywords:: Artificial Intelligence
Artificial Neural Networks
Metal Oxide Semiconductor Implementation Service
Integrated Circuit
CMOS
Very Large Scale Integration
McCulloch and Pitts neuron
Perceptron
Backpropagation Algorithm
Synapses
Gilbert Multiplier Cell
Activation Function Circuit
Floating Gate
Single Transistor Learning Synapse
Post-Synaptic Current
Spike Timing Dependent Plasticity
Long Term Potentiation
Long Term Depression
Static Random Access Memory
Memristor
Mean Square Error
Cadence OrCAD Capture
Cadence PSpice A/D
Electric VLSI Design System
Network Consistency Check
Layout Vs Schematic Check
XOR Classification Problem
MATLAB
Time Domain
Instantaneous Power Dissipation
Loading
Learning Rate
Mixed Signal
System on Chip
Field Programmable Gate Arrays
File:: Download Mayuresh_Patki_Thesis_Final_Report.pdf
Committee Members:: Seth Wolpert, Thesis Advisor/Co-Advisor
Scott Von Tonningen, Committee Member
Wolfram Bettermann, Committee Member

Open Access

Author:: Alamoudi, Hassan
Title:: Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case
Graduate Program:: Industrial Engineering
Keywords:: Artificial Intelligence
Machine Learning
Healthcare
Cardiovascular
File:: Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf
Committee Members:: Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Hui Yang, Committee Member
Robert Carl Voigt, Special Signatory

Open Access

Author:: Fu, Yiwei
Title:: Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory
Graduate Program:: Mechanical Engineering
Keywords:: Artificial Intelligence
Deep Learning
Robotics
Representation Learning
Autonomous Systems
Time Series
File:: Download YiweiFu-Dissertation.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Bo Cheng, Committee Member
Minghui Zhu, Outside Member
Shashi Phoha, Outside Member
Thomas Wettergren, Special Member
Daniel Connell Haworth, Program Head/Chair

Open Access

Author:: Steinkruger, Dylan
Title:: An Artificially Intelligent System for the Automated Issuance of Tornado Warnings in Simulated Convective Storms
Graduate Program:: Meteorology
Keywords:: Convective Storms
Tornadoes
Prediction
Artificial Intelligence
Machine Learning
File:: Download SteinkrugerThesisFinal.pdf
Committee Members:: Paul Markowski, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor
David Jonathan Stensrud, Committee Member
David Jonathan Stensrud, Program Head/Chair

Open Access

Author:: Bandyopadhyay, Saptarashmi
Title:: Vessel Analysis in Narrow Band Imaging Bronchoscopic Video
Graduate Program:: Computer Science and Engineering
Keywords:: Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection
File:: Download Saptarashmi2020-MS.pdf
Committee Members:: William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Imani, Farhad
Title:: Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements
Graduate Program:: Industrial Engineering
Keywords:: Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control
File:: Download Dissertation_Final_Farhad_Imani.pdf
Committee Members:: Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

Open Access

Author:: Nagarajan, Karthikeyan
Title:: Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack
File:: Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf
Committee Members:: Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Zare, Maryam
Title:: An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication
File:: Download MaryamZare_Dissertation_Penn_State_University.pdf
Committee Members:: Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

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