CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification (English)
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- New search for: Collazos-Huertas, D. F.
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- New search for: Álvarez-Meza, A. M.
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- New search for: Collazos-Huertas, D. F.
- Further information on Collazos-Huertas, D. F.:
- https://orcid.org/http://orcid.org/0000-0002-0434-3444
- New search for: Álvarez-Meza, A. M.
- New search for: Acosta-Medina, C. D.
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In:
Brain Informatics
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7
, 1
;
2020
- Article (Journal) / Electronic Resource
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Title:CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification
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Additional title:Brain Inf.
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Contributors:Collazos-Huertas, D. F. ( author ) / Álvarez-Meza, A. M. ( author ) / Acosta-Medina, C. D. ( author ) / Castaño-Duque, G. A. ( author ) / Castellanos-Dominguez, G. ( author )
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Published in:Brain Informatics ; 7, 1
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Publisher:
- New search for: Springer Berlin Heidelberg
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Place of publication:Berlin/Heidelberg
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Publication date:2020-09-03
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Licence:
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Source:
Table of contents – Volume 7, Issue 1
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformationRahman, Md. Asadur / Khanam, Farzana / Ahmad, Mohiuddin / Uddin, Mohammad Shorif et al. | 2020
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GAN-based synthetic brain PET image generationIslam, Jyoti / Zhang, Yanqing et al. | 2020
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EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network featuresAhmadi, Negar / Pei, Yulong / Carrette, Evelien / Aldenkamp, Albert P. / Pechenizkiy, Mykola et al. | 2020
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Technological advancements and opportunities in Neuromarketing: a systematic reviewRawnaque, Ferdousi Sabera / Rahman, Khandoker Mahmudur / Anwar, Syed Ferhat / Vaidyanathan, Ravi / Chau, Tom / Sarker, Farhana / Mamun, Khondaker Abdullah Al et al. | 2020
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Two-stepped majority voting for efficient EEG-based emotion classificationIsmael, Aras M. / Alçin, Ömer F. / Abdalla, Karmand Hussein / Şengür, Abdulkadir et al. | 2020
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Review of computational neuroaesthetics: bridging the gap between neuroaesthetics and computer scienceLi, Rui / Zhang, Junsong et al. | 2020
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Telemonitoring Parkinson’s disease using machine learning by combining tremor and voice analysisSajal, Md. Sakibur Rahman / Ehsan, Md. Tanvir / Vaidyanathan, Ravi / Wang, Shouyan / Aziz, Tipu / Mamun, Khondaker Abdullah Al et al. | 2020
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An open-source framework for neuroscience metadata management applied to digital reconstructions of neuronal morphologyBijari, Kayvan / Akram, Masood A. / Ascoli, Giorgio A. et al. | 2020
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A review of epileptic seizure detection using machine learning classifiersSiddiqui, Mohammad Khubeb / Morales-Menendez, Ruben / Huang, Xiaodi / Hussain, Nasir et al. | 2020
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Improved fruit fly algorithm on structural optimizationLi, Yancang / Han, Muxuan et al. | 2020
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Localization of epileptic seizure focus by computerized analysis of fMRI recordingsHekmati, Rasoul / Azencott, Robert / Zhang, Wei / Chu, Zili D. / Paldino, Michael J. et al. | 2020
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Density-based clustering of static and dynamic functional MRI connectivity features obtained from subjects with cognitive impairmentRangaprakash, D. / Odemuyiwa, Toluwanimi / Narayana Dutt, D. / Deshpande, Gopikrishna et al. | 2020
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Epileptic spikes detector in pediatric EEG based on matched filters and neural networksMera-Gaona, Maritza / López, Diego M. / Vargas-Canas, Rubiel / Miño, María et al. | 2020
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CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classificationCollazos-Huertas, D. F. / Álvarez-Meza, A. M. / Acosta-Medina, C. D. / Castaño-Duque, G. A. / Castellanos-Dominguez, G. et al. | 2020
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Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophreniaNoor, Manan Binth Taj / Zenia, Nusrat Zerin / Kaiser, M Shamim / Mamun, Shamim Al / Mahmud, Mufti et al. | 2020
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Gamma entrainment frequency affects mood, memory and cognition: an exploratory pilot studySharpe, Ryan L. S. / Mahmud, Mufti / Kaiser, M. Shamim / Chen, Jianhui et al. | 2020
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Retrieving similar substructures on 3D neuron reconstructionsYang, Jian / He, Yishan / Liu, Xuefeng et al. | 2020
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Neuropsychopharmacological effects of midazolam on the human brainWang, Junkai / Sun, Pei / Liang, Peipeng et al. | 2020
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An event based topic learning pipeline for neuroimaging literature miningChen, Lihong / Yan, Jianzhuo / Chen, Jianhui / Sheng, Ying / Xu, Zhe / Mahmud, Mufti et al. | 2020