Neuroscience

A comprehensive benchmark of graph neural networks, graph kernels, and classical machine learning approaches on rs-fMRI brain graphs MIDL 2026 ASTIH: A collection of axon and myelin segmentation datasets from multiple histology studies MIDL 2026 BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation MIDL 2026 CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration JMLR 2026 Decoding 3D Perception via BrainSSD: Synergistic Fusion of EEG Representations from Static and Dynamic Visual Streams CVPR 2026 GraPHFormer: A Multimodal Graph Persistent Homology Transformer for the Analysis of Neuroscience Morphologies CVPR 2026 Language Reconstruction with Brain Predictive Coding from fMRI Data ACL 2026 Linguistic Priors for Visual Decoupling: Towards Symmetric Vision-Brain Alignment CVPR 2026 Meta-Learning In-Context Enables Training-Free Cross Subject Brain Decoding CVPR 2026 Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic CVPR 2026 Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding CVPR 2026 More Natural, More Real: Object-aware Gaussian Splatting for 3D Visual Decoding from Human Brain CVPR 2026 Negative Binomial Variational Autoencoders for Overdispersed Latent Modeling CVPR 2026 NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity CVPR 2026 Realistic Internal Dynamics Are Essential for Human-Like Control: An Optimal Feedback Control Perspective L4DC 2026 Reconstructing Spiking Neural Networks Using a Single Neuron with Autapses CVPR 2026 Rethinking SNN Online Training and Deployment: Gradient-Coherent Learning via Hybrid-Driven LIF Model CVPR 2026 SemVideo: Reconstructs What You Watch from Brain Activity via Hierarchical Semantic Guidance CVPR 2026 Toward Generalizable Whole Brain Representations with High-Resolution Light-Sheet Data CVPR 2026 UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction MIDL 2026 What Brain Data Adds to Language Model Training CoNLL 2026 A Computational Framework for Modeling Emergence of Color Vision in the Human Brain ICLR 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Analysis of Avian Biphonic Vocalization Using Computational Modelling Interspeech 2025 A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025