An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation

This work presents an energy-efficient accelerator for medical image reconstruction from implicit neural representation (INR). The accelerator implements an INR-based algorithm to deliver high-quality medical image reconstruction with arbitrary resolution from a compact implicit format. In particula...

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Bibliographic Details
Published in:	IEEE transactions on circuits and systems. I, Regular papers Vol. 70; no. 4; pp. 1625 - 1638
Main Authors:	Rao, Chaolin, Wu, Qing, Zhou, Pingqiang, Yu, Jingyi, Zhang, Yuyao, Lou, Xin
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.04.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	accelerator Algorithms Biological neural networks Central processing units Computation Computational modeling Computer architecture CPUs Energy efficiency energy-efficient Field programmable gate arrays Frames per second Graphics processing units Image coding Image quality Image reconstruction Image resolution implicit neural representation (INR) Medical diagnostic imaging Medical image reconstruction Medical imaging Performance evaluation Power consumption Representations Three-dimensional displays
ISSN:	1549-8328, 1558-0806
Online Access:	Get full text
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