1. UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS Open Access Author: Dutta, Shubhangam Title: UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS Area of Honors: Computer Engineering Keywords: Deep LearningNeural NetworksDouble DescentMachine Learning File: Download SHC_thesis_Double_Descent.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
2. Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms Open Access Author: Mitrik, Andre Title: Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms Area of Honors: Computer Engineering Keywords: Machine LearningSpiking Neural NetworksBackpropagationPrincipal Component AnalysisNeural Networks File: Download Andre_Mitrik_Thesis.pdf Thesis Supervisors: Abhronil Sengupta, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
3. Detecting and Tracking Insects in the InsectEye Device Restricted (Penn State Only) Author: Raju, Anand Title: Detecting and Tracking Insects in the InsectEye Device Area of Honors: Computer Engineering Keywords: TrackingDetectionNeural Networks File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Joseph Hannan, Faculty Reader
