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Author:

Swaminathan, Karthik Venkataraman

Title:

An examination of Post-CMOS computing techniques using steep-slope device-based architectures

Graduate Program:

Computer Science and Engineering

Keywords:

Beyond-CMOS computing
Heterojunction Tunnel FET (TFET)
device-to-architecture abstraction
heterogeneous architectures

File:

Download thesis_karthik_swaminathan.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Anand Sivasubramaniam, Committee Member
Jack Sampson, Committee Member
M Jeya Chandra, Committee 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