1. Enabling New Computation Paradigms with Emerging Technologies Open Access Author: Tsai, Wei Yu Title: Enabling New Computation Paradigms with Emerging Technologies Graduate Program: Computer Science and Engineering Keywords: Non-Boolean ComputationNeural NetworksCoupled ScillatorsLow-power ComputationImage ProcessingAudio Processing File: Download dissertation.pdf Committee Members: Vijaykrishnan Narayanan, Dissertation Advisor/Co-AdvisorVijaykrishnan Narayanan, Committee Chair/Co-ChairJohn Morgan Sampson, Committee MemberMary Jane Irwin, Committee MemberBruce Gluckman, Outside Member
2. 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 NetworksPower aware inferenceconvolutional neural networkssemantic segmentation File: Download Thesis_Skyler_Anderson.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
3. 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 NetworksReRAMProcessing-in-memoryTransformerBERTLSTMCNNSystolic File: Download Makesh_Thesis.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee MemberChitaranjan Das, Program Head/Chair
4. 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 RecognitionNeural NetworksVideo Compression File: Login to Download Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee MemberChitaranjan Das, Program Head/Chair
