- Nalinda D. Liyanagedera, Corinne A. Bareham, Heather Kempton, Hans W. Guesgen. Novel machine learning-driven comparative analysis of CSP, STFT, and CSP-STFT fusion for EEG data classification across multiple meditation and non-meditation sessions in BCI pipeline. Brain Informatics, 12(1):4, December 2025.
- René Lehmann, Bodo Vogt. Breakdown of the compositional data approach in psychometric Likert scale big data analysis: about the loss of statistical power of two-sample t-tests applied to heavy-tailed big data. Brain Informatics, 12(1):9, December 2025.
- Xiaojia Wang, Dayang Wu, Chunfeng Yang. Localization of epileptic foci from intracranial EEG using the GRU-GC algorithm. Brain Informatics, 12(1):6, December 2025.
- Gauttam Jangir, Nisheeth Joshi, Gaurav Purohit. Harnessing the synergy of statistics and deep learning for BCI competition 4 dataset 4: a novel approach. Brain Informatics, 12(1):5, December 2025.
- XiaoFu He, Yian Wang, Yutong Gao, Xuchen Wang, Zhixiong Sun, Huixiang Zhu, Kam W. Leong, Bin Xu. CalciumZero: a toolbox for fluorescence calcium imaging on iPSC derived brain organoids. Brain Informatics, 12(1):2, December 2025.
- Yan Xian, Hong Yu, Ye Wang, Guoyin Wang. Exploring multi-granularity balance strategy for class incremental learning via three-way granular computing. Brain Informatics, 12(1):7, December 2025.
- Shagufta Iftikhar, Nadeem Anjum, Abdul Basit Siddiqui, Masood Ur Rehman 0001, Naeem Ramzan. Explainable CNN for brain tumor detection and classification through XAI based key features identification. Brain Informatics, 12(1):10, December 2025.
- Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Khairuddin Omar, Mazlyfarina Mohamad, Ayoade Akeem Owoade, Morufat Adebola Kareem. HoRNS-CNN model: an energy-efficient fully homomorphic residue number system convolutional neural network model for privacy-preserving classification of dyslexia neural-biomarkers. Brain Informatics, 12(1):11, December 2025.
- Maryam Akhavan Aghdam, Serdar Bozdag, Fahad Saeed. Machine-learning models for Alzheimer's disease diagnosis using neuroimaging data: survey, reproducibility, and generalizability evaluation. Brain Informatics, 12(1):8, December 2025.
- Colin Birkenbihl, Madison Cuppels, Rory T. Boyle, Hannah M. Klinger, Oliver Langford, Gillian T. Coughlan, Michael J. Properzi, Jasmeer P. Chhatwal, Julie C. Price, Aaron P. Schultz, Dorene M. Rentz, Rebecca E. Amariglio, Keith A. Johnson, Rebecca F. Gottesman, Shubhabrata Mukherjee, Paul Maruff, Yen Ying Lim, Colin L. Masters, Alexa Beiser, Susan M. Resnick, Timothy M. Hughes, Samantha Burnham, Ilke Tunali, Susan M. Landau, Ann D. Cohen, Sterling C. Johnson, Tobey J. Betthauser, Sudha Seshadri, Samuel N. Lockhart, Sid E. O'Bryant, Prashanthi Vemuri, Reisa A. Sperling, Timothy J. Hohman, Michael C. Donohue, Rachel F. Buckley. Rethinking the residual approach: leveraging statistical learning to operationalize cognitive resilience in Alzheimer's disease. Brain Informatics, 12(1):3, December 2025.