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Computational neuroscience

An efficient cyber-attack detection and classification in IoT networks with high-dimensional feature set using Levenberg-Marquardt optimized feedforward neural network

Quxi Kuang, Xianglin Kuang

published 24 Oct 2025

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MultiFAR: Multidimensional information fusion with attention-driven representation learning for student performance prediction

Mohd Fazil, Bader M. Albahlal

published 24 Oct 2025

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Cause-and-effect relationships in a nonlinear model of Bitcoin’s energy use and price volatility effect

Georgia Zournatzidou

published 17 Oct 2025

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Enhanced heart disease diagnosis and management: A multi-phase framework leveraging deep learning and personalized nutrition

Ritika Ritika, Rajender Singh Chhillar, Sandeep Dalal, Surjeet Dalal, Iyyappan Moorthi, Mitiku Dubale, Arshad Hashmi

published 17 Oct 2025

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Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

published 07 Oct 2025

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DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, Cheng Chen, Chen Chen, Yong Huang, Xiaoyi Lv

published 03 Oct 2025

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Gain modulation of probabilistic selection without synaptic relearning

Elif Köksal-Ersöz, Pascal Chossat, Frédéric Lavigne

published 30 Sep 2025

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Corporate financial distress prediction with multiperiod annual report data: A fusion deep neural network model

Chongren Wang, Pimei Gong, Jiawang Li, Zhiyi Wang

published 26 Sep 2025

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Multi-objective representation learning for road networks and trajectories with spatial-temporal fusion and contrastive signals

Ashraful Islam Shanto Sikder, Naushin Nower

published 18 Sep 2025

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Performance enhancement of a wind driven PMSG using an artificial neural network based nonlinear backstepping controller

Abdelfattah Dani, Zineb Mekrini, Mhamed El Mrabet, Mohammed Boulaala, Hamid Chojaa, Ameena Saad Al-Sumaiti, Mahmoud A. Mossa

published 10 Sep 2025

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Slotting blasting model experiment and PCA-PNN evaluation model of influencing factors of slitting effect

Qiang Li, Jinshan Sun, Xianqi Xie, Qian Dong, Jianguo Wang, Nan Jiang

published 10 Sep 2025

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Predicting the future risk and outcomes of severe heart failure and coronary artery disease with machine learning in the UK Biobank Cohort

Karim Taha, Heather J. Ross, Mohammad Peikari, Brigitte Mueller, Chun-Po S. Fan, Edgar Crowdy, Yas Moayedi, Filio Billia, Cedric Manlhiot

published 10 Sep 2025

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Bearing fault diagnosis based on Kepler algorithm and attention mechanism

Yu Jie Guang, Xiao Shun Gen, Song Meng Meng, Yu Wen Hui, Fang Yan, Ying He Jie

published 04 Sep 2025

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