High level synthesis architectures of neural network to accelerate handwritten digit recognition

• Main Author: Παπαδόπουλος, Παναγιώτης Βασίλειος
• Other Authors: Papadopoylos, Panagiotis Vasileios
• Language: English
• Published: 2023
• Subjects: High level synthesis; Handwritten digit recognition acceleration; Συνθεση υψηλού επιπέδου; Επιτάχυνση αναγνώρισης χειρόγραφων ψηφίων

Neural networks have achieved impressive results in a wide range of applications. However, designing and optimizing neural networksfor hardware implementation can be a challenging task due to the complex computations involved. High level synthesis (HLS) is a promising approach that allows hardwar...