eTD Explore

1. ANALYSIS OF TWO-DIMENSIONAL MEDIAN FILTER HARDWARE IMPLEMENTATIONS FOR REAL-TIME VIDEO DENOISING

Open Access

Author:: Scott, Jesse
Title:: ANALYSIS OF TWO-DIMENSIONAL MEDIAN FILTER HARDWARE IMPLEMENTATIONS FOR REAL-TIME VIDEO DENOISING
Graduate Program:: Computer Science and Engineering
Keywords:: Weavesort
HDL
systolic
Batcher
insertion
median
File:: Download Jesse_Scott_MS_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

2. A Signal-Based Approach To an Instrument Driver System

Open Access

Author:: Kilroy, Katherine
Title:: A Signal-Based Approach To an Instrument Driver System
Graduate Program:: Computer Science and Engineering
Keywords:: instrument drivers
IVI drivers
IVI-MSS
VXIplug&play
File:: Download thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Yuan Xie, Thesis Advisor/Co-Advisor

3. Tunnel FET based Field Programmable Gate Arrays

Open Access

Author:: Mukundrajan, Ravindhiran
Title:: Tunnel FET based Field Programmable Gate Arrays
Graduate Program:: Computer Science and Engineering
Keywords:: Emerging nanotech
Tunnel FET
FPGA
Low Power
File:: Download Ravindhiran_MS-Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

4. Performance-reliability trade-offs in designing Re-Order Buffers

Open Access

Author:: Sridharan, Srinath
Title:: Performance-reliability trade-offs in designing Re-Order Buffers
Graduate Program:: Computer Science and Engineering
Keywords:: ROB
Late Binding
vulberability
File:: Download Srinath_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor

5. A Game Theoretic Approach to Multi-agent Systems in Highly Dynamic, Information-sparse, Role Assignment Scenarios

Open Access

Author:: Wray, Kyle Hollins
Title:: A Game Theoretic Approach to Multi-agent Systems in Highly Dynamic, Information-sparse, Role Assignment Scenarios
Graduate Program:: Computer Science and Engineering
Keywords:: Multiagent Systems
Game Theory
Fictitious Play
Anti-Coordination Games
Predator Prey
Uncertainty
Robotics
Cooperation
File:: Download KyleWray-Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Benjamin Berry Thompson, Thesis Advisor/Co-Advisor

6. Utilizing Graphics Processing Units for Rapid Facial Recognition using Video Input

Open Access

Author:: Gala, Charles Joseph
Title:: Utilizing Graphics Processing Units for Rapid Facial Recognition using Video Input
Graduate Program:: Computer Science and Engineering
Keywords:: facial recognition
graphics processing unit
GPU
CUDA
detection
tracking
recognition
live streaming data
File:: Download CharlesGala_thesis_final.pdf
Committee Members:: Raj Acharya, Thesis Advisor/Co-Advisor
Bruce Einfalt, Thesis Advisor/Co-Advisor
Robert Collins, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

7. Acceleration of monocular depth extraction for images

Open Access

Author:: Chandrashekhar, Anusha
Title:: Acceleration of monocular depth extraction for images
Graduate Program:: Computer Science and Engineering
Keywords:: Monocular depth extraction
GPU
CUDA
Hardware acceleration
non-parametric depth
fast depth estimator
computer vision
File:: Download Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

8. Modeling And Design Analysis Of Emerging Non-volatile Memories For Future Computer Systems

Open Access

Author:: Zheng, Yang
Title:: Modeling And Design Analysis Of Emerging Non-volatile Memories For Future Computer Systems
Graduate Program:: Computer Science and Engineering
Keywords:: STT-RAM
ReRAM
Non-volatile Memory
File:: Download YangZhengThesisFinal.pdf
Committee Members:: Yuan Xie, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

9. improving object recognition performance through semantic context extraction

Open Access

Author:: Smith, Brigid Louise
Title:: improving object recognition performance through semantic context extraction
Graduate Program:: Computer Science and Engineering
Keywords:: computer vision
machine vision
vision
image processing
context
File:: Download THESIS-grad.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

10. Real Time Object Tracking On Active Pan Tilt Zoom Camera Using Cmt

Open Access

Author:: Davis, Kameran J
Title:: Real Time Object Tracking On Active Pan Tilt Zoom Camera Using Cmt
Graduate Program:: Computer Science and Engineering
Keywords:: CMT
Keypoints
Tracking
Real-time
Pan-Tilt-Zoom
Camera
Consensus-Based
Matching
Software
Canon
VB-C300
File:: Download KJDThesisFinal.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Phillip Sustersic Jr., Thesis Advisor/Co-Advisor
Jack Sampson, Thesis Advisor/Co-Advisor

11. A High-efficiency Switched-capacitance Htfet Charge Pump For Low-input-voltage Applications

Open Access

Author:: Heo, Unsuk
Title:: A High-efficiency Switched-capacitance Htfet Charge Pump For Low-input-voltage Applications
Graduate Program:: Computer Science and Engineering
Keywords:: Charge pump
DC-DC converter
power-conversion-efficiency (PCE)
switched-capacitance
tunnel FET (TFET)
File:: Download UnsukHeo_Master_Thesis0403_1.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Thesis Advisor/Co-Advisor

12. Optimization and Hardware Acceleration of Consensus-based Matching and Tracking

Open Access

Author:: Snyder, Joshua Scott
Title:: Optimization and Hardware Acceleration of Consensus-based Matching and Tracking
Graduate Program:: Computer Science and Engineering
Keywords:: hardware acceleration
object tracking
FPGA
CMT
hardware architecture
vision system
computer vision
File:: Download 1-Snyder_Joshua_OptimizationandAccelerationofCMT.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

13. A Reconfigurable Accelerator For Neuromorphic Object Recognition

Open Access

Author:: Sabarad, Jagdish Shivaji
Title:: A Reconfigurable Accelerator For Neuromorphic Object Recognition
Graduate Program:: Computer Science and Engineering
Keywords:: Hardware Accelerator
HMAX
FPGA
Machine Vision
Computer Vision
Hardware Architecture
High Performance Computing
Bio-Vision
File:: Download JagdishSabarad.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

14. PREDICTION AND ASSESSMENT OF AMBIENT ENERGY SIGNALS FOR ENERGY HARVESTING SYSTEMS

Open Access

Author:: Mohapatra, Jagruti
Title:: PREDICTION AND ASSESSMENT OF AMBIENT ENERGY SIGNALS FOR ENERGY HARVESTING SYSTEMS
Graduate Program:: Computer Science and Engineering
Keywords:: Prediction
energy harvesting
Non-volatile processors
backup
File:: Download jagrutimohapatra_thesis_final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Vijaykrishnan Narayanan, Committee Member

15. Object Recognition Using Structured Feature Extraction With A Reconfigurable, Neurosynaptic Processor

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

16. Hardware Acceleration of Visual Object Search

Open Access

Author:: Okafor, Ikenna J
Title:: Hardware Acceleration of Visual Object Search
Graduate Program:: Computer Science and Engineering
Keywords:: Computer Vision
Sliding Window
ROI
Hardware Acceleration
FPGA
File:: Download Hardware_Acceleration_of_Visual_Object_Search_THESIS.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

17. IMPROVED TIQ FLASH ADC TRANSISTOR SIZING ALGORITHMS TO REDUCE LINEARITY ERRORS

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

18. SAVING COMPUTATIONS BY EARLY INFERENCE TERMINATION

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

19. Location Extraction from Text Features in Practical Environments

Open Access

Author:: Eden, Jake T
Title:: Location Extraction from Text Features in Practical Environments
Graduate Program:: Computer Science and Engineering
Keywords:: Text
text extraction
localization
classification
text features
File:: Download Eden_Jake_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

20. Designing Processing in Memory Architectures via Static Analysis of Real Programs

Open Access

Author:: Smith, Henry Francis
Title:: Designing Processing in Memory Architectures via Static Analysis of Real Programs
Graduate Program:: Computer Science and Engineering
Keywords:: computer architecture
processing in memory
static analysis
File:: Download master-gradschool.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

21. Maritime Navigation and Contact Avoidance through Reinforcement Learning

Open Access

Author:: Davis, Steven
Title:: Maritime Navigation and Contact Avoidance through Reinforcement Learning
Graduate Program:: Computer Science and Engineering
Keywords:: reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
q learning
navigation
autonomous
File:: Download Davis_MS_Thesis_Final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor

22. Collaborative Inference for Distributed Camera System

Open Access

Author:: Hakimi, Zeinab
Title:: Collaborative Inference for Distributed Camera System
Graduate Program:: Computer Science and Engineering
Keywords:: Multi View Convolutional Neural Network
Distributed System
Context Awareness
DNN
Object Recognition
File:: Download Thesis_Hakimi.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Bhuvan Urgaonkar, Program Head/Chair

23. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

Open Access

Author:: Shin, Philip
Title:: CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA
Graduate Program:: Computer Science and Engineering
Keywords:: Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System
File:: Download Shin_Philip_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

24. Adaptive Neural Network Architectures for Power Aware Inference

Open Access

Author:: Anderson, Skyler
Title:: Adaptive Neural Network Architectures for Power Aware Inference
Graduate Program:: Computer Science and Engineering
Keywords:: Neural Networks
Power aware inference
convolutional neural networks
semantic segmentation
File:: Download Thesis_Skyler_Anderson.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

25. Sensor Aware Machine Learning For Edge Devices

Open Access

Author:: Kim, Dong
Title:: Sensor Aware Machine Learning For Edge Devices
Graduate Program:: Computer Science and Engineering
Keywords:: convolutional neural network
machine learning
synthetic dataset
File:: Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Committee Member
John Morgan Sampson, Committee Member

26. Smart Home Surveillance System Through Edge Computing

Open Access

Author:: Wong, Joseph
Title:: Smart Home Surveillance System Through Edge Computing
Graduate Program:: Computer Science and Engineering
Keywords:: smart home
edge computing
security
machine learning
deep learning
motion detection
facial recognition
fog computing
File:: Download thesis_grad.pdf
Committee Members:: Sencun Zhu, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

27. PowerPrep : A power management technique for user-facing datacenter workloads

Open Access

Author:: Govindaraj, Vineetha
Title:: PowerPrep : A power management technique for user-facing datacenter workloads
Graduate Program:: Computer Science and Engineering
Keywords:: Datacenter workloads
computer architecture
File:: Download POWERPREP__A_POWER_MANAGEMENT_PROPOSAL_FOR_USER_FACING_DATACENTER_WORKLOAD__2_.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

28. Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

Open Access

Author:: Chandran, Makesh Tarun
Title:: Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks
Graduate Program:: Computer Science and Engineering
Keywords:: Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic
File:: Download Makesh_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

29. Optimization of Inter-Cache Traffic Entanglement in Tagless Caches with Tiling Opportunities

Open Access

Author:: Thirucherai Govindarajan, Hariram
Title:: Optimization of Inter-Cache Traffic Entanglement in Tagless Caches with Tiling Opportunities
Graduate Program:: Computer Science and Engineering
Keywords:: Tagless cache
File:: Download Hariram_Masters_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

30. Using a UAV and Edge Computing to Identify and Throw Away Trash

Open Access

Author:: Eden, Grant
Title:: Using a UAV and Edge Computing to Identify and Throw Away Trash
Graduate Program:: Computer Science and Engineering
Keywords:: UAV
Edge Computing
Drone
TPU
Machine Learning
File:: Download ThesisGrantEden.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

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