Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 2 of 2
Full-Text Articles in Computer Engineering
A System-Level Perspective Towards Efficient, Reliable And Secure Neural Network Computing, Tao Liu
A System-Level Perspective Towards Efficient, Reliable And Secure Neural Network Computing, Tao Liu
FIU Electronic Theses and Dissertations
The Digital Era is now evolving into the Intelligence Era, driven overwhelmingly by the revolution of Deep Neural Network (DNN), which opens the door for intelligent data interpretation, turning the data and information into actions that create new capabilities, richer experiences, and unprecedented economic opportunities, achieving game-changing outcomes spanning from image recognition, natural language processing, self-driving cars to biomedical analysis. Moreover, the emergence of deep learning accelerators and neuromorphic computing further pushes DNN computation from cloud to the edge devices for the low-latency scalable on-device neural network computing. However, such promising embedded neural network computing systems are subject to various …
A Neuroimaging Web Interface For Data Acquisition, Processing And Visualization Of Multimodal Brain Images, Gabriel M. Lizarraga
A Neuroimaging Web Interface For Data Acquisition, Processing And Visualization Of Multimodal Brain Images, Gabriel M. Lizarraga
FIU Electronic Theses and Dissertations
Structural and functional brain images are generated as essential modalities for medical experts to learn about the different functions of the brain. These images are typically visually inspected by experts. Many software packages are available to process medical images, but they are complex and difficult to use. The software packages are also hardware intensive. As a consequence, this dissertation proposes a novel Neuroimaging Web Services Interface (NWSI) as a series of processing pipelines for a common platform to store, process, visualize and share data. The NWSI system is made up of password-protected interconnected servers accessible through a web interface. The …