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Author:

Dong, Xiangyu

Title:

Modeling and Leveraging Emerging Non-Volatile Memories for Future Computer Designs

Graduate Program:

Computer Science and Engineering

Keywords:

application
architecture
circuit
non-volatile memory
STTRAM
PCRAM
ReRAM

File:

Download main.pdf

Committee Members:

Yuan Xie, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Vijaykrishnan Narayanan, Committee Member
Suman Datta, Committee Member
Norman P Jouppi, Committee Member

Author:

Xu, Cong

Title:

Modeling, Circuit Design, and Microarchitectural Optimization of Emerging Resistive Memory

Graduate Program:

Computer Science and Engineering

Keywords:

Non-Volatile Memory
ReRAM
Computer Architecture
Memory System

File:

Download CongXu-Dissertation.pdf

Committee Members:

Yuan Xie And Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Suman Datta, Committee Member

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

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

Author:

Khan, Md Fahim

Title:

Constraint Driven Multimodal Edge Intelligence

Graduate Program:

Electrical Engineering

Keywords:

Quantization
Mixed Precision
Deep Learning
Online Learning
Quantization
Mixed Precision
Deep Learning
Computer Vision
Online Learning
ReRAM
Crossbar
Energy Harvesting
Power Predictor
Depth Completion
Generative Adversarial Networks
GAN
Image Compression
Sensor Sampling
Sparse Depth
Multimodal Sensing
Sensor Fusion
Sensor Failure
Robustness

File:

Download PSUThesis_Faysal.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Mehrdad Mahdavi, Major Field Member
Hadi Hosseini, Outside Unit & Field Member
Siddharth Advani, Special Member