Multi-Model Inference Accelerator for Binary Convolutional Neural Networks

Binary convolutional neural networks (BCNN) have shown good accuracy for small to medium neural network models. Their extreme quantization of weights and activations reduces off-chip data transfer and greatly reduces the computational complexity of convolutions. Further reduction in the complexity o...

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Bibliographic Details
Main Authors: André L. de Sousa, Mário P. Véstias, Horácio C. Neto
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/23/3966