Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation by Rashid Mehmood, Mariana Lazar, Xiaohui Liang, Juan M. Corchado, Juan M. Corchado, Juan M. Corchado, Simon See

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Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection by Sofia Biju Francis, Sofia Biju Francis, Jai Prakash Verma

“…Frontiers in Neuroinformatics…”
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Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM by Peipei Zeng, Shuimiao Kang, Shuimiao Kang, Fan Fan, Jiyuan Liu, Jiyuan Liu

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The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint by Hakim Baazaoui, Stefan T. Engelter, Stefan T. Engelter, Stefan T. Engelter, Henrik Gensicke, Henrik Gensicke, Henrik Gensicke, Lukas S. Enz, Lukas S. Enz, Marios Psychogios, Marios Psychogios, Matthias Mutke, Matthias Mutke, Patrik Michel, Davide Strambo, Alexander Salerno, Henk A. Marquering, Paul J. Nederkoorn, Nabila Wali, Stephanie Tanadini-Lang, Björn Menze, Ezequiel de la Rosa, Kaiyuan Yang, Gian Marco De Marchis, Gian Marco De Marchis, Tolga D. Dittrich, Tolga D. Dittrich, Francesco Valletta, Francesco Valletta, Manon Germann, Carlo W. Cereda, João Pedro Marto, Lisa Herzog, Patrick Hirschi, Zsolt Kulcsar, Susanne Wegener, Susanne Wegener

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The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network by A.V. Medvedev, B. Lehmann

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Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning by Cheng Wang, Cheng Wang, Cheng Wang, Zhou Long, Zhou Long, Xiang-Dong Wang, Xiang-Dong Wang, You-Qi Kong, Li-Chun Zhou, Wei-Hua Jia, Pei Li, Jing Wang, Xiao-Juan Wang, Tian Tian

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Leveraging deep learning for robust EEG analysis in mental health monitoring by Zixiang Liu, Juan Zhao

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Editorial: Recent applications of noninvasive physiological signals and artificial intelligence by Irma N. Angulo, Eduardo Iáñez, Andres Ubeda

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Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation by Darwin Li

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Power spectral analysis of voltage-gated channels in neurons by Christophe Magnani, Lee E. Moore

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Balance, Sensorimotor, and Cognitive Performance in Long-Year Expert Senior Ballroom Dancers by Jan-Christoph Kattenstroth, Tobias Kalisch, Izabela Kolankowska, Hubert R. Dinse

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Goal-directed vocal planning in a songbird by Anja T Zai, Anna E Stepien, Nicolas Giret, Richard HR Hahnloser

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Electroencephalography Biomarkers of α5-GABA Positive Allosteric Modulators in Rodents by Frank Mazza, Alexandre Guet-McCreight, Thomas D. Prevot, Taufik Valiante, Etienne Sibille, Etay Hay

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Dysfunction in Ribosomal Gene Expression in the Hypothalamus and Hippocampus following Chronic Social Defeat Stress in Male Mice as Revealed by RNA-Seq by Dmitry A. Smagin, Irina L. Kovalenko, Anna G. Galyamina, Anatoly O. Bragin, Yuriy L. Orlov, Natalia N. Kudryavtseva

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Visually-guided compensation of deafening-induced song deterioration by Manon Rolland, Anja T. Zai, Anja T. Zai, Richard H. R. Hahnloser, Richard H. R. Hahnloser, Catherine Del Negro, Nicolas Giret

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Distributed representations enable robust multi-timescale symbolic computation in neuromorphic hardware by Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca

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Recurrent models of orientation selectivity enable robust early-vision processing in mixed-signal neuromorphic hardware by Valentina Baruzzi, Giacomo Indiveri, Silvio P. Sabatini

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Linking obesity-associated genotype to child language development: the role of early-life neurology-related proteomics and brain myelinationResearch in context by Jian Huang, Jinyi Che, Michelle Z.L. Kee, Ai Peng Tan, Evelyn C. Law, Patricia Pelufo Silveira, Irina Pokhvisneva, Sachin Patel, Keith M. Godfrey, Lourdes Mary Daniel, Kok Hian Tan, Yap Seng Chong, Shiao-Yng Chan, Johan G. Eriksson, Dennis Wang, Jonathan Yinhao Huang

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EEG in Education: A Scoping Review of Hardware, Software, and Methodological Aspects by Christos Orovas, Theodosios Sapounidis, Christina Volioti, Euclid Keramopoulos

“…Being a multidisciplinary field, neuroeducation requires expertise in various fields such as education, neuroinformatics, psychology, cognitive science, and neuroscience. …”
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Analog Sequential Hippocampal Memory Model for Trajectory Learning and Recalling: A Robustness Analysis Overview by Daniel Casanueva‐Morato, Alvaro Ayuso‐Martinez, Giacomo Indiveri, Juan P. Dominguez‐Morales, Gabriel Jimenez‐Moreno

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