An Approach of Feed-Forward Neural Network Throughput-Optimized Implementation in FPGA

Artificial Neural Networks (ANNs) have become an accepted approach for a wide range of challenges. Meanwhile, the advancement of chip manufacturing processes is approaching saturation which calls for new computing solutions. This work presents a novel approach of an FPGA-based accelerator developmen...

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Bibliographic Details
Main Authors: Rihards Novickis, Daniels Jānis Justs, Kaspars Ozols, Modris Greitāns
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Electronics
Subjects:
HLS
Online Access:https://www.mdpi.com/2079-9292/9/12/2193