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Author:

Mahapatra, Kaveri

Title:

Data Anomaly Detection and Correction in PMU Measurements for Wide-Area Monitoring Applications

Graduate Program:

Electrical Engineering

Keywords:

Synchrophasor
PMU
Wide Area Monitoring
Cyberphysical Security
Oscillation Monitoring
Event Detection
Disturbance Detection
Disturbance Classification
Wide area control
Damping Control
Neuromorphic Computing
Spiking Neural Network
Anomaly Detection
Corruption Detection
Event Classification
Data Anomaly

File:

Download Kaveri-Dissertation_Final1.pdf

Committee Members:

Nilanjan Ray Chaudhuri, Dissertation Advisor/Co-Advisor
Nilanjan Ray Chaudhuri, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Mehdi Kiani, Committee Member
James Freihaut, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Schranghamer, Thomas

Title:

Multi-bit Graphene Memristive Synapses for High Precision Neuromorphic Computing

Graduate Program:

Engineering Science and Mechanics

Keywords:

RRAM
Memristor
Graphene
Neuromorphic Computing
Neural Networks
VMM
Artificial Synapse

File:

Download Thesis_Manuscript.pdf

Committee Members:

Saptarshi Das, Thesis Advisor/Co-Advisor
Judith Todd Copley, Program Head/Chair
Michael T Lanagan, Committee Member
Mark William Horn, Committee Member

Author:

Arnold, Andrew Joseph

Title:

The Effects of Interface and Surface Charge on Two Dimensional Transistors for Neuromorphic, Radiation, and Doping Applications

Graduate Program:

Electrical Engineering

Keywords:

2D Materials
Transition Metal Dichalcogenides
Neuromorphic Computing
Synaptic Device
Radiation Hardness
Surface Charge Transfer Doping
Contact Resistance

File:

Download Andrew_Arnold_Thesis_Final.pdf

Committee Members:

Saptarshi Das, Dissertation Advisor/Co-Advisor
Tom Jackson, Committee Chair/Co-Chair
Swaroop Ghosh, Committee Member
Rongming Chu, Committee Member
Sukwon Choi, Outside Member
Kultegin Aydin, Program Head/Chair
Saptarshi Das, Committee Chair/Co-Chair

Author:

Singh, Sonali

Title:

Co-Architecting Brain-inspired Algorithms and Hardware for Performance and Energy Efficiency

Graduate Program:

Computer Science and Engineering

Keywords:

Spiking Neural Networks
Neuromorphic Computing
Gradient descent
Low-power architectures
bio-inspired sensors

File:

Download NeuroCompDissertationDraftFinal.pdf

Committee Members:

Vijaykrishnan Narayanan, Co-Chair & Dissertation Advisor
Chitaranjan Das, Co-Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair