Cover Image

Adaptive modelling of anti-tau treatments for neurodegenerative disorders based on the Bayesian approach with physics-informed neural networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pal, Swadesh, Melnik, Roderick
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Complex non-Markovian dynamics and the dual role of astrocytes in Alzheimer's disease development and propagation
by: Pal, Swadesh, et al.
Published: (2022)

Oscillatory dynamics in complex recurrent neural networks
by: Sengupta, Rakesh, et al.
Published: (2015)

Compiling molecular ultrastructure into neural dynamics
by: Kording, Konrad P., et al.
Published: (2026)

Graph-based vulnerability assessment of resting-state functional brain networks in full-term neonates
by: Fouladivanda, Mahshid, et al.
Published: (2024)

Parsing altered brain connectivity in neurodevelopmental disorders by integrating graph-based normative modeling and deep generative networks
by: Shen, Rui Sherry, et al.
Published: (2024)

Persistent and anti-persistent stride-to-stride fluctuations: an ARFIMA decomposition consistent with closed-loop sensorimotor control
by: Terrier, Philippe
Published: (2026)

The mouth speaks as much as the eyes: Free-ranging dogs depend on inner facial features for human recognition
by: Sarkar, Rohan, et al.
Published: (2024)

Modular integration of neural connectomics, dynamics and biomechanics for identification of behavioral sensorimotor pathways in Caenorhabditis elegans
by: Kim, Jimin, et al.
Published: (2025)

Letting the neural code speak: Automated characterization of monkey visual neurons through human language
by: Lad, Vedang, et al.
Published: (2026)

Feature leakage and the identifiability of direct-dependency entropy models of neural activity
by: Safaai, Houman, et al.
Published: (2026)

Accounting for Missed Events in the Bayesian Modeling of IP3R Multimodal Gating
by: Marzougui, Schayma Ben, et al.
Published: (2026)

Hyperbolic embedding of brain networks detects regions disrupted by neurodegeneration in Alzheimer's disease
by: Longhena, Alice, et al.
Published: (2024)

Distinct neurodynamics of functional brain networks in Alzheimer's disease and frontotemporal dementia as revealed by EEG
by: Ahn, Sungwoo, et al.
Published: (2025)

Improved classification of Alzheimer's disease and mild cognitive impairment through dynamic functional network analysis
by: Rubido, Nicolas, et al.
Published: (2025)

Machine Learning for Complex Systems Dynamics: Detecting Bifurcations in Dynamical Systems with Deep Neural Networks
by: Pal, Swadesh, et al.
Published: (2026)

A probabilistic model of relapse in drug addiction
by: Mao, Sayun, et al.
Published: (2024)

Electro-diffusive modeling and the role of spine geometry on action potential propagation in neurons
by: Gulati, Rahul, et al.
Published: (2024)

Resting state fMRI-based temporal coherence mapping
by: Wang, Ze
Published: (2021)

Mechano-chemical modeling of glia initiated secondary injury of neurons under mechanical load
by: Auddya, Debabrata, et al.
Published: (2025)

BSD: a Bayesian framework for parametric models of neural spectra
by: Medrano, Johan, et al.
Published: (2024)

Hierarchical Bayesian estimation of motor-evoked potential recruitment curves yields accurate and robust estimates
by: Tyagi, Vishweshwar, et al.
Published: (2024)

A Linear Generative Framework for Structure-Function Coupling in the Human Brain
by: Kelemen, Sam Frank, et al.
Published: (2025)

Visual Function Profiles via Multi-Path Aggregation Reveal Neuron-Level Responses in the Drosophila Brain
by: Xie, Jiangping, et al.
Published: (2025)

Functional Correspondences in the Human and Marmoset Visual Cortex During Movie Watching: Insights from Correlation, Redundancy, and Synergy
by: Li, Qiang, et al.
Published: (2025)

Does Re-referencing Matter? Large Laplacian Filter Optimizes Single-Trial P300 BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)

Connectome brain fingerprinting: terminology, measures, and target properties
by: Fraschini, Matteo, et al.
Published: (2025)

Evaluating Cognitive Assessment Tools:A Comparative Analysis of MMSE, RUDAS, SAGE, ADAS and MoCA for Early Dementia Detection
by: Naole, Saransh, et al.
Published: (2025)

Discrete Heat Kernels on Simplicial Complexes and Its Application to Functional Brain Networks
by: Dakurah, Sixtus
Published: (2025)

The Cost of Simplicity: How Reducing EEG Electrodes Affects Source Localization and BCI Accuracy
by: Guttmann-Flury, Eva, et al.
Published: (2025)

Using Information Geometry to Characterize Higher-Order Interactions in EEG
by: Albers, Eric, et al.
Published: (2025)

Multi-Modal Spectral Parametrization Method (MMSPM) for analyzing EEG activity with distinct scaling regimes
by: Racz, Frigyes Samuel, et al.
Published: (2025)

Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
by: Coon, William G, et al.
Published: (2025)

Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease
by: Semchin, Daniel, et al.
Published: (2025)

A Hypothesis-First Framework for Mechanistic Modeling in Neuroimaging
by: Boutet, Dominic, et al.
Published: (2025)

Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI
by: Lee, Kent M., et al.
Published: (2025)

Multilayer Networks in Neuroimaging
by: Vuksanovic, Vesna
Published: (2025)

From Noise to Insight: Visualizing Neural Dynamics with Segmented SNR Topographies for Improved EEG-BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)

Personalized optimization of pediatric HD-tDCS for dose consistency and target engagement
by: Liu, Zeming, et al.
Published: (2025)

Sleep Disorder Diagnosis Using EEG Signals and LSTM Deep Learning Method
by: Yousefi, Mohammad Reza, et al.
Published: (2025)

SPM 25: open source neuroimaging analysis software
by: Tierney, Tim M., et al.
Published: (2025)