Accelerating VGG neural network in GPU and FPGA technologies

• Κύριος συγγραφέας: Χριστόπουλος, Στέφανος
• Άλλοι συγγραφείς: Christopoulos, Stefanos
• Γλώσσα: English
• Έκδοση: 2022
• Θέματα: Neural networks; Machine learning; Artificial intelligence; Computer vision; GPU; FPGA; Νευρωνικά δίκτυα; Μηχανική μάθηση; Τεχνητή νοημοσύνη; Υπολογιστική όραση

In recent years, Neural Networks have come to the forefront by eloquently solving long-standing problems. Deep Learning has made possible computational models, composed of multiple processing layers, to learn representations of data with multiple levels of abstraction. This in turn, has led to advan...