Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision

Abhinav Goel,Caleb Tung,Nick Eliopoulos,George K. Thiruvathukal,Amy Wang,Yung-Hsiang Lu,James C. Davis

IEEE Design & Test（2023）

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摘要

Editor’s notes: Convolutional neural networks (CNNs) have paved paths for highaccuracy computer vision. This article presents a tree-based hierarchy of multiple shallow CNNs to enable their low-power implementations for embedded devices. —Muhammad Shafique, New York University Abu Dhabi

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关键词

Measurement, Convolutional neural networks, Visualization, Computer vision, Task analysis, Memory management, Horses

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