1. ACCURACY IN IMAGE PROCESSING WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR Open Access Author: Gupta, Shambhavi Title: ACCURACY IN IMAGE PROCESSING WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR Area of Honors: Computer Engineering Keywords: Convolutional Neural NetworkImage ProcessingNeuromorphic ComputingTrueNorth File: Download Thesis_SGupta_PSU_CMPEN_2017_b.pdf Thesis Supervisors: Chitaranjan Das, Thesis SupervisorDr. Vijaykrishnan Narayanan, Thesis Honors Advisor
2. Birdsong Syllable Detection Using Convolutional Neural Network Open Access Author: Mu, Xiaofan Title: Birdsong Syllable Detection Using Convolutional Neural Network Area of Honors: Electrical Engineering Keywords: BirdsongConvolutional Neural NetworkMachine Learning File: Download Mu_Xiaofan_BirdsongCNNDetection.pdf Thesis Supervisors: Dezhe Jin, Thesis SupervisorJeffrey Louis Schiano, Thesis Honors Advisor
3. Using Temporal Segment Networks With Long Short-Term Memory For Emotion Recognition Open Access Author: Alve, Mihir Sandeep Title: Using Temporal Segment Networks With Long Short-Term Memory For Emotion Recognition Area of Honors: Data Sciences Keywords: Emotion RecogntionLSTMConvolutional Neural NetworkNeural Network File: Download Mihir_Alve_Thesis.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Yen, Thesis Honors Advisor
4. Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space Open Access Author: Gardner, Kevin Title: Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space Area of Honors: Computer Engineering Keywords: ASLASLLVDCNNHRIIMULSTMMonocular RGBRGB-DRNNAmerican Sign LanguageAmerican Sign Language Large Video DatasetConvolutional Neural NetworkHuman Robot InteractionInertial Measurement UnitLong Short-Term Memory RNNRecurrent Neural Network File: Download Thesis_Final_Draft.pdf Thesis Supervisors: Mahanth Gowda, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
5. Robustness of LIME on Image Classification Models Open Access Author: Luo, Zhuolin Title: Robustness of LIME on Image Classification Models Area of Honors: Statistics Keywords: Explainable Artificial IntelligenceConvolutional Neural NetworkImage ClassificationLIMERobustness of LIMETrustworthiness of AIInterpretability File: Download thesis_ZL.pdf Thesis Supervisors: Jia Li, Thesis SupervisorPriyangi Kanchana Bulathsinhala, Thesis Honors Advisor
