$BRN brain

Latest papers

1. Orbital Error Dynamics: Self-Organized Criticality, Ephemeral Parameter Resonance, and Non-Linear Biological Ontologies in Zero-Storage Neural Synthesis cs.NE · 24 Sep · 1 hit

   …(Omega_tunneling) inspired by mammalian fertilization zinc sparks. We further couple an enteric-cranial Dual-Brain architecture shielded by adaptive CD4+ regulatory immune gating (M_CD4), and project the 4-nucleotide…

2. AERIAL: Adversarial Evaluation of Robustness in Accuracy-Preserving Low-Precision EEG Decoders cs.CV · 24 Sep · 1 hit

   Deployment-oriented compression is attractive for resource-constrained brain--computer interfaces (BCIs), but whether it changes adversarial vulnerability remains unclear. On BCI…

3. It's the Geometry, Not the Model: Effective Rank and Subspace Alignment in Functional Connectivity Classification cs.CG · 24 Sep · 1 hit

   Resting-state functional connectivity (FC) is widely used to classify brain phenotypes and disorders. Most pipelines use the full connectome and seek gains through model design.…

4. Decoding Imagined Speech: A Strictly Subject-Independent Approach Using EEG cs.AI · 24 Sep · 1 hit

   …bands captured most of the discriminative information. Overall, this work provides a strong basis for future brain-computer interface studies targeting improved cross-subject generalization in EEG-based imagined speech…

5. Lightweight Vision Transformer-Based U-Net for Brain Tumor Segmentation from MRI cs.CV · 24 Sep · 3 hits

   Accurate brain tumor segmentation from Magnetic Resonance Imaging is essential for diagnosis, treatment planning, and…

6. Shadow Reduction in Ultrasound Imaging Using Differentiable Simulation and Radiance Field Decomposition cs.CV · 24 Sep · 2 hits

   …bone and other highly attenuating tissues obscure clinically important structures in ultrasound. In fetal brain imaging, skull-induced artefacts disproportionately degrade the hemisphere closer to the transducer…

7. Beyond Feature Reliability: Repeat-Informed Multifractal Curve Regression for Brain-Age Prediction cs.LG · 24 Sep · 3 hits

   Brain-age prediction from resting-state fMRI provides a quantitative framework for characterizing age-related…

8. Feature Space Selection and Heterogeneous Effect Estimation for Blood-Brain Barrier Permeability: A Random Forest to the Generalized Random Forest Pipeline stat.ML · 24 Sep · 2 hits

   Predicting blood-brain barrier (BBB) permeability is critical for central nervous system drug discovery. Using the MoleculeNet…