Alleviating the medical strain: a triage method via cross-domain text classification by Xiao Xiao, Shuqin Wang, Feng Jiang, Tingyue Qi, Wei Wang

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Autonomous retrieval for continuous learning in associative memory networks by Paul Saighi, Marcelo Rozenberg, Marcelo Rozenberg

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Multimodal consumer choice prediction using EEG signals and eye tracking by Syed Muhammad Usman, Shehzad Khalid, Aimen Tanveer, Ali Shariq Imran, Muhammad Zubair

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EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification by Hafza Ayesha Siddiqa, Muhammad Farrukh Qureshi, Arsalan Khurshid, Yan Xu, Laishuan Wang, Saadullah Farooq Abbasi, Chen Chen, Wei Chen

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Editorial: Deep learning and neuroimage processing in understanding neurological diseases by Joana Carvalho, Joana Carvalho, Ali Abdollahzadeh, Ali Abdollahzadeh, Ricardo José Ferrari

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Learning dynamic cognitive map with autonomous navigation by Daria de Tinguy, Tim Verbelen, Bart Dhoedt

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Motion feature extraction using magnocellular-inspired spiking neural networks for drone detection by Jiayi Zheng, Jiayi Zheng, Yaping Wan, Xin Yang, Hua Zhong, Minghua Du, Gang Wang, Gang Wang

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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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How to be an integrated information theorist without losing your body by Ignacio Cea, Ignacio Cea, Camilo Miguel Signorelli, Camilo Miguel Signorelli, Camilo Miguel Signorelli

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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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