1. Defect Identification and Classification of Cellular Glass Open Access Author: Burlovic, Benjamin Title: Defect Identification and Classification of Cellular Glass Area of Honors: Mechanical Engineering Keywords: Non Destructive TestingNeural NetworksImage ClassificationMachine Learning File: Download Burlovic_Benjamin_Honors_Thesis_Final.pdf Thesis Supervisors: Ryan L Harne, Thesis SupervisorMargaret Louise Byron, Thesis Honors Advisor
2. Studies of Linear and Deep-Neural Network (DNN) Models for Automated Short Answer Grading Open Access Author: Tomar, Yajur Title: Studies of Linear and Deep-Neural Network (DNN) Models for Automated Short Answer Grading Area of Honors: Computer Science Keywords: ASAGNLPNeural NetworksLinear ModelsNon-linear ModelsRegular Expression Based FeaturesSemEvalAutoPFeature Engineering File: Download Tomar_Yajur_Studies_of_Linear_and_Deep-Neural_Network__DNN__Models_for_Automated_Short_Answer_Grading.pdf Thesis Supervisors: Rui Zhang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. 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
4. 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
