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Achieving Optimal Accuracy and Robustness Through Tight Excitatory-Inhibitory Balance in Shallow Spiking Recurrent Neural Networ
Author: Li, Shiwen; Wang, Junsong; Zareen, Syeda Shamaila
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. 36, Issue 6, pp. -. DOI: 10.1142/S0129065726500176
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Channel Graph Neural Network Revealing Multimodal Brain Connectivity Abnormalities in Schizophreni
Author: Gong, Jinnan; Ma, Rui; Rodriguez-Labrada, Roberto; Zhu, Yanbing; Lin, Hongrui; Zhou, Yufan; Wang, Yafeng; Gao, Dongrui; Yao, Dezhong; Jiang, Sisi; Luo, Cheng
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. 36, Issue 5, pp. -. DOI: 10.1142/S0129065726500073
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Quantitative EEG Evidences Reveal an Effective Approach for Regulating Negative Emotions via Listening Mindfulness-Based Musi
Author: Xu, Xinyi; Gao, Hui; Li, Xiaoyu; Feng, Zhao; Wu, Kuijun; Qian, Linze; Hu, Fo; Wang, Hongtao; Sun, Yu
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500280
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A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Tas
Author: Zhang, Ziyuan; Zheng, Yang; Guo, Kaitai; Liang, Jimin; Dong, Minghao
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500309
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Primary Visual Cortex Contributes to Color Constancy by Predicting Rather than Discounting the Illuminan
Author: Gao, Shaobing; Li, Yongjie
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500346
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An Attention-Gated Graph Spiking Neural Membrane System for Structure-Activity Relationship Predictio
Author: Fu, Jun; Zhang, Jianyi; Peng, Hong; Zhang, Wenxuan; Han, Kaiying; Hei, Xiali
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500231
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An Interpretable Functional-Dynamic Synaptic Graph Neural Network for Major Depressive Disorder Diagnosis from rs-fMR
Author: Chen, Zhihong; Peng, Jiayi; Han, Xiaorui; Wang, Mengfan; Wu, Jiang; Wei, Xinhua; Gong, Zhengze; Yao, Dezhong; Pu, Li; Yan, Hongmei
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500243
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A Feasibility Study of Navigating Emotional States Using Real-Time Representational Similarity Analysis fMRI Neurofeedbac
Author: Wang, Xuelei; Ciarlo, Assunta; Luhrs, Michael; Atanasyan, Alexander; Boken, David; Rossmann, Jurgen; Schluse, Michael; Jager, Maren; Nordt, Marisa; Cong, Fengyu; Mathiak, Klaus; Linden, David E. J.; Goebel, Rainer; Mehler, David M. A.; Zweerings, Jana
Journal: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1142/S0129065726500188
