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Open Access

Author:: Lee, Chris Songjin
Title:: DATA DEPENDENT OPTIMIZATION VISION ARCHITECTURE
Graduate Program:: Computer Science and Engineering
Keywords:: Image processing
Region of interest
Object detection
Computer architecture
Vision pipeline
Accelerator
File:: Download Chris_Dissertation_13.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Sumeet Kumar Gupta, Committee Member
Soundar Kumara, Outside Member
Kevin Irick, Special Member

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:: Gomatam, Priyanka
Title:: Object Recognition Using Structured Feature Extraction With A Reconfigurable, Neurosynaptic Processor
Graduate Program:: Computer Science and Engineering
Keywords:: Truenorth
neuromorphic hardware
object detection
histogram of oriented gradients
neural network hardware
File:: Download PSUThesisP-2.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Jack Sampson, Committee Member

Open Access

Open Access

Author:: Park, Jun Hyuk
Title:: IMPROVED TIQ FLASH ADC TRANSISTOR SIZING ALGORITHMS TO REDUCE LINEARITY ERRORS
Graduate Program:: Computer Science and Engineering
Keywords:: TIQ Flash ADC
TIQ Voltage Comparator
Nonlinearity
DNL
INL
Process Variation
File:: Download Thesis_MS_JunhyukPark_Aug2017.pdf
Committee Members:: Kyusun Choi, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee 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:: Parija, Tulika
Title:: SAVING COMPUTATIONS BY EARLY INFERENCE TERMINATION
Graduate Program:: Computer Science and Engineering
Keywords:: Deep Neural Network
Convolutional Neural Network
File:: Download MS_Thesis_Tulika_Parija_2018.pdf
Committee Members:: Chitaranjan Das, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member
John Morgan Sampson, Committee 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

Open Access

Author:: Krishna, Vinayaka N
Title:: Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform
Graduate Program:: Computer Science
Keywords:: Convolutional Neural Network
DenseNets
ResNet
Deep Learning
Visual Assistance System
Mobile Deep Learning
File:: Download VinayakaKrishna-DissertationFinal4.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Sampson, Committee Member
Bhuvan Urgaonkar, Committee Member

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