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Pixels to Classes: Intelligent Learning Framework for Multiclass Skin Lesion Localization and ClassificationKhan, Muhammad Attique ; Zhang, Yu-Dong ; Sharif, Muhammad ; Akram, TallhaComputers & electrical engineering, 2021-03, Vol.90, p.106956, Article 106956 [Peer Reviewed Journal]Amsterdam: Elsevier LtdFull text available |
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Material Type: Article
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Optimizing Seismic Facies Classification Through Differentiable Network Architecture SearchGao, Zhaoqi ; Wang, Kezheng ; Wang, Zhiguo ; Gao, JinghuaiIEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-12 [Peer Reviewed Journal]New York: IEEEFull text available |
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Neural Architecture Search Survey: A Hardware PerspectiveChitty-Venkata, Krishna Teja ; Somani, Arun K.ACM computing surveys, 2022-11, Vol.55 (4), p.1-36, Article 78 [Peer Reviewed Journal]New York, NY: ACMFull text available |
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SCANN: Synthesis of Compact and Accurate Neural NetworksHassantabar, Shayan ; Wang, Zeyu ; Jha, Niraj K.IEEE transactions on computer-aided design of integrated circuits and systems, 2022-09, Vol.41 (9), p.3012-3025 [Peer Reviewed Journal]New York: IEEEFull text available |
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Material Type: Article
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A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep LearningShe, Changyang ; Sun, Chengjian ; Gu, Zhouyou ; Li, Yonghui ; Yang, Chenyang ; Poor, H. Vincent ; Vucetic, BrankaProceedings of the IEEE, 2021-03, Vol.109 (3), p.204-246 [Peer Reviewed Journal]New York: IEEEFull text available |
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Material Type: Article
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A Survey of Clustering With Deep Learning: From the Perspective of Network ArchitectureMin, Erxue ; Guo, Xifeng ; Liu, Qiang ; Zhang, Gen ; Cui, Jianjing ; Long, JunIEEE access, 2018-01, Vol.6, p.39501-39514 [Peer Reviewed Journal]Piscataway: IEEEFull text available |
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Material Type: Article
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Efficient Processing of Deep Neural Networks: A Tutorial and SurveySze, Vivienne ; Chen, Yu-Hsin ; Yang, Tien-Ju ; Emer, Joel S.Proceedings of the IEEE, 2017-12, Vol.105 (12), p.2295-2329 [Peer Reviewed Journal]New York: IEEEFull text available |
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Material Type: Article
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NeuroSim: A Circuit-Level Macro Model for Benchmarking Neuro-Inspired Architectures in Online LearningChen, Pai-Yu ; Peng, Xiaochen ; Yu, ShimengIEEE transactions on computer-aided design of integrated circuits and systems, 2018-12, Vol.37 (12), p.3067-3080 [Peer Reviewed Journal]New York: IEEEFull text available |
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Material Type: Article
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Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image ClassificationDong, Hongwei ; Zou, Bin ; Zhang, Lamei ; Zhang, SiyuIEEE transactions on geoscience and remote sensing, 2020-09, Vol.58 (9), p.6362-6375 [Peer Reviewed Journal]New York: IEEEFull text available |
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Material Type: Article
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High-Performance CNN Accelerator on FPGA Using Unified Winograd-GEMM ArchitectureKala, S. ; Jose, Babita R. ; Mathew, Jimson ; Nalesh, S.IEEE transactions on very large scale integration (VLSI) systems, 2019-12, Vol.27 (12), p.2816-2828 [Peer Reviewed Journal]New York: IEEEFull text available |