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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:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Anand Sivasubramaniam, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member

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:

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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

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:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

Author:

Challapalle, Nagadastagiri Reddy

Title:

DESIGN OF PROCESSING-IN-MEMORY ARCHITECTURES FOR DEEP LEARNING AND GRAPH APPLICATIONS

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Hardware Accelerator
Deep Learning Architecture
Deep Learning Hardware
Processing in Memory
Memory Augmented Neural Networks
Graph Convolution Neural Networks

File:

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Committee Members:

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

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:

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Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

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:

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Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Committee Member

Author:

Zheng, Yi

Title:

Video Analytics with In-SSD Processing Approaches

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

In-Storage-Processing
SSD
Firmware
FTL
Wear-Leveling
ORAM
Non-Volatile Memory

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Huijuan Xu, Major Field Member
John Sampson, Major Field Member
John Messner, Outside Unit & Field Member

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:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

Author:

Hakimi, Zeinab

Title:

Efficient Deep Neural Networks Architectures for Video Analytics Systems

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member

Author:

Ramanathan, Akshay Krishna

Title:

Stacked-3D and Processing-in-memory Solutions for Data-intensive and Persistent Applications

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Processing-in-memory
Computer Architecture
Persistent Applications
SRAM
Neural Network Acceleration
Non-volatile memory
VLSI

File:

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Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Major Field Member
Mehdi Kiani, Major Field Member
Ying Liu, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair