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1. A GPU based implementation of Center Surround Distribution Distance Algorithm for Feature Recognition

Open Access

Author:: Rathi, Aditi
Title:: A GPU based implementation of Center Surround Distribution Distance Algorithm for Feature Recognition
Graduate Program:: Electrical Engineering
Keywords:: HPC
Acceleration
CUDA
CSDD
GPU
File:: Download Aditi_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kenneth Jenkins, Thesis Advisor/Co-Advisor

2. A fine-grained dataflow library for reconfigurable streaming accelerators

Open Access

Author:: Chandrashekhar, Aarti
Title:: A fine-grained dataflow library for reconfigurable streaming accelerators
Graduate Program:: Electrical Engineering
Keywords:: FPGA
framework
dataflow
reconfigurable
File:: Download Aarti-Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

3. Reconfigurable Accelerators for Neuromorphic Systems

Open Access

Author:: Dantara, Dharav J
Title:: Reconfigurable Accelerators for Neuromorphic Systems
Graduate Program:: Electrical Engineering
Keywords:: FPGA Acceleration
Bio-Inspired Vision
File:: Download Dharav_Dantara_MS_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

4. 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

5. 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

6. 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

7. 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

8. A Neural Network based Classifier on the Cell Broadband Engine

Open Access

Author:: Rajamohan, Srijith
Title:: A Neural Network based Classifier on the Cell Broadband Engine
Graduate Program:: Electrical Engineering
Keywords:: classifier
Neural Network
Cell
File:: Download Thesis_documentation_26.pdf
Committee Members:: Suman Datta, Thesis Advisor/Co-Advisor
Suman Datta, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

9. An FPGA based Real-Time Tracking System for Indoor Environments

Open Access

Author:: Sampath Kumar, Vikram
Title:: An FPGA based Real-Time Tracking System for Indoor Environments
Graduate Program:: Electrical Engineering
Keywords:: tracking
image processing
connected components
File:: Download Vikram_SampathKumar_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Suman Datta, Thesis Advisor/Co-Advisor

10. 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

11. Image Processing Using Coupled Oscillators

Open Access

Author:: Ranade, Rohit Rajiv
Title:: Image Processing Using Coupled Oscillators
Graduate Program:: Electrical Engineering
Keywords:: oscillators
image processing
kuramoto model
File:: Download MSTHESIS_RRR_Finaldraft.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kenneth Jenkins, Thesis Advisor/Co-Advisor

12. 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

13. 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

14. 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

15. 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

16. 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

17. 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

18. 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

19. 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

20. A platform for evaluating embedded multi-core systems

Open Access

Author:: Madineedi, Komala Subhadra
Title:: A platform for evaluating embedded multi-core systems
Graduate Program:: Electrical Engineering
Keywords:: Heterogeneous multi-core systems
Coherent Accelerator Processor Interface (CAPI)
OpenRISC cores
File:: Download PSUThesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Sumeet Kumar Gupta, Committee Member
Kultegin Aydin, Committee Member

21. 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

22. 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

23. 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

24. 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

25. 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

26. 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

27. Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform

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

28. 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

29. 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

30. 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

31. 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

32. 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

33. 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

34. 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

35. 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

36. A Processing-in-Memory Accelerator Architecture for Graph Analytics

Open Access

Author:: Rampalli, Sahithi
Title:: A Processing-in-Memory Accelerator Architecture for Graph Analytics
Graduate Program:: Computer Science
Keywords:: processing-in-memory
PIM
graphs
graph analytics
accelerator
SpMV
sparse
File:: Download Thesis_Sahithi_Rampalli.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

37. 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

38. 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

39. 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

40. (Almost) Fence-less Persist Ordering

Open Access

Author:: Mahdizadeh Shahri, Sara
Title:: (Almost) Fence-less Persist Ordering
Graduate Program:: Computer Science
Keywords:: Persistent memory
Memory persistency model
File:: Download SaraMahdizadehShahri_MS_Thesis.pdf
Committee Members:: Aasheesh Kolli, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Committee Member
Anand Sivasubramaniam, Committee Member

41. A Toolchain for On-Chip Thermal Management of FPGA Designs

Open Access

Author:: Gulati, Rishab
Title:: A Toolchain for On-Chip Thermal Management of FPGA Designs
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: FPGA
Thermal Management
Hardware Architecture
File:: Download Rishab-Thesis-Fa21-final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Swaroop Ghosh, Committee Member
Chitaranjan Das, Program Head/Chair

42. AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments

Open Access

Author:: Troncoso Aldas, Nelson Daniel
Title:: AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: assistive technology augmented reality
mixed reality
mobile computing
assistive technology
augmented reality
File:: Download Thesis_Revised.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

43. Software Support For Offloading off-the-shelf applications to PIM Cores

Restricted (Penn State Only)

Author:: Patel, Aditya
Title:: Software Support For Offloading off-the-shelf applications to PIM Cores
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: PIM
BLIMP
Compiler
LLVM
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Anand Sivasubramaniam, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member

44. Hardware Functional Obfuscation With Ferroelectric Active Interconnects

Restricted (Penn State Only)

Author:: Yu, Tongguang
Title:: Hardware Functional Obfuscation With Ferroelectric Active Interconnects
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: FeFET
Hardware Security
Reverse Engineering
Ferroelectric
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Sumitha George, Committee Member
Kai Ni, Committee Member

45. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

Restricted (Penn State Only)

Author:: Pham, Viet
Title:: An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

46. Extending Video Action Recognition in the Compressed Domain

Restricted (Penn State Only)

Author:: Abrams, Samuel
Title:: Extending Video Action Recognition in the Compressed Domain
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Action Recognition
Neural Networks
Video Compression
File:: Login to Download
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

47. A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes

Restricted (Penn State Only)

Author:: Jose, Sethu
Title:: A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Internet of Things
Non-Volatile Processors
Energy Harvesting
Approximate Computing
Scheduling.
Internet Of Things
Scheduling
File:: Login to Download
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Committee Member

48. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

Restricted (Penn State Only)

Author:: Swaminathan, Ashwath Raghav
Title:: Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

49. Deepfake Video Detection in the compressed domain

Restricted (Penn State Only)

Author:: Kumar, Abhijeet
Title:: Deepfake Video Detection in the compressed domain
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: compressed domain
i frames
deepfake videos detection
convolutional networks
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

50. ARCHITECTURAL SUPPORT FOR IN-CACHE DATA MOVEMENTS

Restricted (Penn State Only)

Author:: Kumar, Abhishek
Title:: ARCHITECTURAL SUPPORT FOR IN-CACHE DATA MOVEMENTS
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: cache
data movements
memory system
zsim
computer architecture
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

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