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Open Access

Author:: Chandramoorthy, Nandhini
Title:: Design and Exploration of Accelerator-rich Multi-core Systems
Graduate Program:: Computer Science and Engineering
Keywords:: heterogeneous architectures
processor modeling
accelerator-rich architectures
File:: Download dissertation.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
John Morgan Sampson, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Mary Beth Rosson, Committee Member
Kevin Irick, Outside Member
Luca Benini, Special Member

Open Access

Author:: Tsai, Wei Yu
Title:: Enabling New Computation Paradigms with Emerging Technologies
Graduate Program:: Computer Science and Engineering
Keywords:: Non-Boolean Computation
Neural Networks
Coupled Scillators
Low-power Computation
Image Processing
Audio Processing
File:: Download dissertation.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Mary Jane Irwin, Committee Member
Bruce Gluckman, Outside Member

Open Access

Author:: Ma, Kaisheng
Title:: Self-powered Internet-of-Things Nonvolatile Processor and System Exploration and Optimization
Graduate Program:: Computer Science and Engineering
Keywords:: Nonvolatile Processor
Self-powered
Internet-of-Things
Architecture Exploration
Energy Harvesting
Fog Computing
File:: Download YourName-Dissertation.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
John (Jack) Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Soundar Kumara, Committee Member
Yuan Xie, Outside Member

Open Access

Author:: Iyengar, Anirudh Srikant
Title:: ENERGY-EFFICIENT AND SECURE DESIGNS OF SPINTRONIC MEMORY: TECHNIQUES AND APPLICATIONS
Graduate Program:: Computer Science and Engineering
Keywords:: Spintronics
Security
Camouflaging
PUF
NVFF
Secrecy and Privacy
Modeling
File:: Download Anirudh_dissertation_final.pdf
Committee Members:: Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Trent Ray Jaeger, Committee Member
Swaroop Ghosh, Committee Member
Saptarshi Das, Outside Member

Open Access

Author:: Choi, Jinhang
Title:: Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures
Graduate Program:: Computer Science and Engineering
Keywords:: Deep Neural Networks
Design Automation
Parallel Architectures
Edge Computing
File:: Download JChoi-PhDDissertation-final.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Zihan Zhou, Outside Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Cherukuri, Venkateswara Rao
Title:: Domain Enriched Learning for Brain Image Analysis
Graduate Program:: Electrical Engineering
Keywords:: Brain Imaging
MRI
CT
Machine Learning
Deep Learning
Priors
File:: Download venkat_thesis.pdf
Committee Members:: Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Nanyin Zhang, Committee Member
Jesse Louis Barlow, Outside Member
Steven Schiff, Dissertation Advisor/Co-Advisor
Steven Schiff, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Open Access

Author:: Rangachar Srinivasa, Srivatsa
Title:: MONOLITHIC-3D (M3D) INTEGRATION BASED ROBUST IN-MEMORY COMPUTING SYSTEMS
Graduate Program:: Electrical Engineering
Keywords:: SRAM
Monolithic 3D integration
in-memory computing
memory design
File:: Download Thesis_draft_18.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Swaroop Ghosh, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Abhronil Sengupta, Committee Member
Saptarshi Das, Outside Member
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Open Access

Author:: Lu, Hanlin
Title:: Data Reduction for Communication-efficient Machine Learning
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: distributed machine learning
coreset
distributed k-means
quantization
dimensionality reduction
edge-based machine learning
File:: Download Hanlin_Lu_dissertation.pdf
Committee Members:: Vijaykrishnan Narayanan, Major Field Member
Lingzhou Xue, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Zientara, Peter
Title:: Design of a Vision Based Assistive System for Visually Impaired Persons
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: FPGA
Visually Impaired
Assistive System
Distributed
Heterogenous
Computer Vision
Grocery
CNN
DCNN
File:: Download peter_z_thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Lee, Sooyeon
Title:: Effective and Pleasant Interactive Dialog System Design for Guiding People with Visual Impairments
Graduate Program:: Information Sciences and Technology
Keywords:: People with visual impairments
Non-visual directional guidance
Assistive Technology
Remote Sighted Assistance
Non-visual hand navigation
Blind grocery shopping
Meaning of Independence
Multimodal guidance interface
Haptic guidance
File:: Download Sooyeon_Lee_PhD_Dissertation.pdf
Committee Members:: Jack Carroll, Dissertation Advisor/Co-Advisor
Jack Carroll, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Steven R. Haynes, Committee Member
Vijaykrishnan Narayanan, Outside Member
Mary Beth Rosson, Program Head/Chair

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