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Multi-Chaotic HEOA for Hardware-Aware Neural Architecture Search: Brain Tumor Classification on FPGA.

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Title: Multi-Chaotic HEOA for Hardware-Aware Neural Architecture Search: Brain Tumor Classification on FPGA.
Authors: Mchichou I; Laboratory of Electronic Signals and Systems of Information, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco., Tahiri H; Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco., Tahiri MA; Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco., Amakdouf H; Laboratory of Electronic Signals and Systems of Information, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 01; Vol. 26 (9). Date of Electronic Publication: 2026 May 01.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Mchichou+I%22">Mchichou I</searchLink>; Laboratory of Electronic Signals and Systems of Information, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco.<br /><searchLink fieldCode="AU" term="%22Tahiri+H%22">Tahiri H</searchLink>; Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco.<br /><searchLink fieldCode="AU" term="%22Tahiri+MA%22">Tahiri MA</searchLink>; Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco.<br /><searchLink fieldCode="AU" term="%22Amakdouf+H%22">Amakdouf H</searchLink>; Laboratory of Electronic Signals and Systems of Information, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah University, Fez 30000, Morocco.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 May 01; Vol. 26 (9). <i>Date of Electronic Publication: </i>2026 May 01.
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        Value: 10.3390/s26092822
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      – TitleFull: Multi-Chaotic HEOA for Hardware-Aware Neural Architecture Search: Brain Tumor Classification on FPGA.
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              Text: 2026 May 01
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