Memory consolidation from a reinforcement learning perspective by Jong Won Lee, Min Whan Jung, Min Whan Jung

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Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition by Xinxu Lin, Xinxu Lin, Xinxu Lin, Mingxuan Liu, Hong Chen, Hong Chen

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MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks by Lijuan Yang, Lijuan Yang, Qiumei Dong, Da Lin, Chunfang Tian, Xinliang Lü

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A framework for optimal control of oscillations and synchrony applied to non-linear models of neural population dynamics by Lena Salfenmoser, Klaus Obermayer, Klaus Obermayer

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Multimodal sleep staging network based on obstructive sleep apnea by Jingxin Fan, Jingxin Fan, Jingxin Fan, Mingfu Zhao, Li Huang, Li Huang, Bin Tang, Bin Tang, Lurui Wang, Zhong He, Zhong He, Xiaoling Peng

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Editorial: Computer vision and image synthesis for neurological applications by Chenglong Zou, Chenglong Zou, Chenglong Zou, Shounak Roychowdhury, Saim Rasheed, Raza Ali

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Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience by Peter Koulen, Amirfarhang Mehdizadeh, Mei-Ling Shyu, Chengcui Zhang, Shu-Ching Chen

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Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model by Tianchun Li, Wanting Zhu, Wenke Xia, Li Wang, Weiqi Li, Peiming Zhang

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Sex differences in brain MRI using deep learning toward fairer healthcare outcomes by Mahsa Dibaji, Johanna Ospel, Roberto Souza, Mariana Bento, Mariana Bento

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Global remapping emerges as the mechanism for renewal of context-dependent behavior in a reinforcement learning model by David Kappel, Sen Cheng

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FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model by In-seop Na, Asma Aldrees, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Dina Abdulaziz AlHammadi, Shtwai Alsubai, Nisreen Innab, Imran Ashraf

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Model of the HVC neural network as a song motor in zebra finch by Pan Xia, Henry D. I. Abarbanel

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Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks by Balázs Mészáros, James C. Knight, Thomas Nowotny

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Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach by Sumaira Tabassum, M. Jawad Khan, Javaid Iqbal, Asim Waris, M. Adeel Ijaz

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Clustering Electrophysiological Predisposition to Binge Drinking: An Unsupervised Machine Learning Analysis by Marcos Uceta, Alberto del Cerro‐León, Danylyna Shpakivska‐Bilán, Luis M. García‐Moreno, Fernando Maestú, Luis Fernando Antón‐Toro

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The Alteration of Microglial Calcium Homeostasis in Central Nervous System Disorders: A Comprehensive Review by Al Riyad Hasan, Faria Tasnim, Md. Aktaruzzaman, Md. Tarikul Islam, Rifat Rayhan, Afrina Brishti, Junguk Hur, James E. Porter, Md. Obayed Raihan

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Delusion-proneness predicts COVID-19 vaccination behavior by Kasim Acar, Kasim Acar, Ariadni Karagiannidou, Ariadni Karagiannidou, Andreas Olsson, Andreas Olsson, Jan-Willem van Prooijen, Jan-Willem van Prooijen, Jan-Willem van Prooijen, Leonie J. T. Balter, Leonie J. T. Balter, Leonie J. T. Balter, Leonie J. T. Balter, John Axelsson, John Axelsson, John Axelsson, Martin Ingvar, Alexander V. Lebedev, Alexander V. Lebedev, Predrag Petrovic, Predrag Petrovic

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Neuroimaging stratification reveals the striatal vulnerability to stress as a risk for schizophrenia by Xiaoqian Ma, Nana Feng, Lena Palaniyappan, Luolong Cao, Zixin Gu, Jujiao Kang, Liu Yuan, Lijun Ouyang, Yujue Wang, Chunwang Li, Ke Jin, Xiaogang Chen, Jianfeng Feng, Ying He, Qiang Luo

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The cognitive reality monitoring network and theories of consciousness by Aurelio Cortese, Mitsuo Kawato

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Multiscale detrended cross-correlation coefficient: estimating coupling in non-stationary neurophysiological signals by Orestis Stylianou, Orestis Stylianou, Orestis Stylianou, Gianluca Susi, Gianluca Susi, Martin Hoffmann, Martin Hoffmann, Isabel Suárez-Méndez, Isabel Suárez-Méndez, David López-Sanz, David López-Sanz, Michael Schirner, Michael Schirner, Michael Schirner, Michael Schirner, Michael Schirner, Petra Ritter, Petra Ritter, Petra Ritter, Petra Ritter, Petra Ritter

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