Detecting State Changes in Functional Neuronal Connectivity using Factorial Switching Linear Dynamical Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Gong, Yiwei, Mierau, Susanna B., Williamson, Sinead A. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Predicting Dengue Outbreaks: A Dynamic Approach with Variable Length Markov Chains and Exogenous Factors
by: Rocha, Marília Gabriela, et al.
Published: (2024)
by: Rocha, Marília Gabriela, et al.
Published: (2024)
Fuzzy Jump Models for Soft and Hard Clustering of Multivariate Time Series Data
by: Cortese, Federico P., et al.
Published: (2025)
by: Cortese, Federico P., et al.
Published: (2025)
P3LS: Point Process Partial Least Squares
by: Namdari, Jamshid, et al.
Published: (2024)
by: Namdari, Jamshid, et al.
Published: (2024)
The Long-Range Memory and the Fractal Dimension: a Case Study for Alcântara
by: Correa, Cleber Souza, et al.
Published: (2026)
by: Correa, Cleber Souza, et al.
Published: (2026)
A Robust Topological Framework for Detecting Regime Changes in Multi-Trial Experiments with Application to Predictive Maintenance
by: El-Yaagoubi, Anass B., et al.
Published: (2024)
by: El-Yaagoubi, Anass B., et al.
Published: (2024)
Nonparametric Vector Quantile Autoregression
by: González-Sanz, Alberto, et al.
Published: (2025)
by: González-Sanz, Alberto, et al.
Published: (2025)
Clinicians' Interpretation and Preferences for Survival Data Visualisation: A Pre-Post Study Comparing Kaplan-Meier and Mean Residual Life Plots
by: Rwandarwacu, Victor Pacifique
Published: (2025)
by: Rwandarwacu, Victor Pacifique
Published: (2025)
Inference for Functional Data under Markov Constraints
by: Naepels, Ulysse, et al.
Published: (2026)
by: Naepels, Ulysse, et al.
Published: (2026)
Functional Autoregression Without Truncation: A Continuous-Regularization Approach
by: Zhao, Yao
Published: (2026)
by: Zhao, Yao
Published: (2026)
Modelling clusters in network time series with an application to presidential elections in the USA
by: Nason, Guy, et al.
Published: (2024)
by: Nason, Guy, et al.
Published: (2024)
A comparison between initialization strategies for the infinite hidden Markov model
by: Cortese, Federico P., et al.
Published: (2025)
by: Cortese, Federico P., et al.
Published: (2025)
Empirical study of periodic autoregressive models with additive noise -- estimation and testing
by: Żuławiński, Wojciech, et al.
Published: (2023)
by: Żuławiński, Wojciech, et al.
Published: (2023)
The evolving categories multinomial distribution: introduction with applications to movement ecology and vote transfer
by: Vergara, Ricardo Carrizo, et al.
Published: (2025)
by: Vergara, Ricardo Carrizo, et al.
Published: (2025)
A changepoint approach to modelling non-stationary soil moisture dynamics
by: Gong, Mengyi, et al.
Published: (2023)
by: Gong, Mengyi, et al.
Published: (2023)
Hybrid Partial Least Squares Regression with Multiple Functional and Scalar Predictors
by: Mun, Jongmin, et al.
Published: (2026)
by: Mun, Jongmin, et al.
Published: (2026)
Identification-Robust Testing in Endogenous Functional Linear Regression with Weak or Irrelevant Auxiliary Variables
by: Seo, Won-Ki
Published: (2026)
by: Seo, Won-Ki
Published: (2026)
Multidecadal Cycles Study in the Climate Indexes Series Using Wavelet Analysis in North/Northeast Brazil
by: Corrêa, Cleber Souza, et al.
Published: (2026)
by: Corrêa, Cleber Souza, et al.
Published: (2026)
Multidecadal Cycles of the Climatic Index: Sunspots that Affect North and Northeast of Brazil
by: Corrêa, Cleber Souza, et al.
Published: (2026)
by: Corrêa, Cleber Souza, et al.
Published: (2026)
Forecasting Geopolitical Events with a Sparse Temporal Fusion Transformer and Gaussian Process Hybrid: A Case Study in Middle Eastern and U.S. Conflict Dynamics
by: Huang, Hsin-Hsiung, et al.
Published: (2025)
by: Huang, Hsin-Hsiung, et al.
Published: (2025)
Semiparametric Volatility Model with Varying Frequencies
by: Benito, Jetrei Benedick R., et al.
Published: (2021)
by: Benito, Jetrei Benedick R., et al.
Published: (2021)
Dynamical Survival Analysis for Modeling Hazard Functions with Nonlinear Systems
by: Liyanage, Dananjani, et al.
Published: (2026)
by: Liyanage, Dananjani, et al.
Published: (2026)
Breakpoint based online anomaly detection
by: Krönert, Etienne, et al.
Published: (2024)
by: Krönert, Etienne, et al.
Published: (2024)
Wavelet-based estimation of long-memory parameter in stochastic volatility models using a robust log-periodogram
by: N'Daam, Manganaw, et al.
Published: (2025)
by: N'Daam, Manganaw, et al.
Published: (2025)
A Finite Mixture Failure-rate based Heterogeneous Step-stress Accelerated Life Testing (h-SSALT) Model
by: Palit, Pranoy, et al.
Published: (2026)
by: Palit, Pranoy, et al.
Published: (2026)
Truncated, Censored, and Actuarial Payment-type Moments for Robust Fitting of a Single-parameter Pareto Distribution
by: Poudyal, Chudamani
Published: (2021)
by: Poudyal, Chudamani
Published: (2021)
ANOVATS: A subsampling-based test to detect differences among short time series in marine studies
by: Goto, Yuichi, et al.
Published: (2025)
by: Goto, Yuichi, et al.
Published: (2025)
Reduced-Rank Autoregressive Model for High-Dimensional Multivariate Network Time Series
by: Lyu, Qi, et al.
Published: (2026)
by: Lyu, Qi, et al.
Published: (2026)
Bivariate generalized autoregressive models for forecasting bivariate non-Gaussian times series
by: Ribeiro, Tatiane Fontana, et al.
Published: (2025)
by: Ribeiro, Tatiane Fontana, et al.
Published: (2025)
Functional Clustering of Survival Data via Smoothed Log-Hazard Trajectories: A Risk-Dynamics Perspective
by: De Magistris, Anna, et al.
Published: (2026)
by: De Magistris, Anna, et al.
Published: (2026)
Hysteretic Multivariate Bayesian Structural GARCH Model with Soft Information
by: Chien, Tzu-Hsin, et al.
Published: (2025)
by: Chien, Tzu-Hsin, et al.
Published: (2025)
Global Persistence, Local Residual Structure: Forecasting Heterogeneous Investment Panels
by: Roshka, Oleg
Published: (2026)
by: Roshka, Oleg
Published: (2026)
Functional Regression with Nonstationarity and Error Contamination: Application to the Economic Impact of Climate Change
by: Nam, Kyungsik, et al.
Published: (2025)
by: Nam, Kyungsik, et al.
Published: (2025)
Teaching Longitudinal Linear Mixed Models End-to-End: A Reproducible Case Study in Mouse Body-Weight Growth
by: Adetunji, Sunday A.
Published: (2025)
by: Adetunji, Sunday A.
Published: (2025)
Multiscale Autoregression on Adaptively Detected Timescales
by: Baranowski, Rafal, et al.
Published: (2024)
by: Baranowski, Rafal, et al.
Published: (2024)
Extreme-PLS with missing data under weak dependence
by: Girard, Stéphane, et al.
Published: (2025)
by: Girard, Stéphane, et al.
Published: (2025)
Estimation of the Risk Measure under a Nuisance Autoregression
by: Jurečková, Jana, et al.
Published: (2026)
by: Jurečková, Jana, et al.
Published: (2026)
Euclidean mirrors and first-order changepoints in network time series
by: Chen, Tianyi, et al.
Published: (2024)
by: Chen, Tianyi, et al.
Published: (2024)
Spatio-temporal patterns of diurnal temperature: a random matrix approach I-case of India
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)
Eliciting core spatial association from spatial time series: a random matrix approach
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)
Extending finite mixture models with skew-normal distributions and hidden Markov models for time series
by: Nigri, Andrea, et al.
Published: (2025)
by: Nigri, Andrea, et al.
Published: (2025)
Similar Items
-
Predicting Dengue Outbreaks: A Dynamic Approach with Variable Length Markov Chains and Exogenous Factors
by: Rocha, Marília Gabriela, et al.
Published: (2024) -
Fuzzy Jump Models for Soft and Hard Clustering of Multivariate Time Series Data
by: Cortese, Federico P., et al.
Published: (2025) -
P3LS: Point Process Partial Least Squares
by: Namdari, Jamshid, et al.
Published: (2024) -
The Long-Range Memory and the Fractal Dimension: a Case Study for Alcântara
by: Correa, Cleber Souza, et al.
Published: (2026) -
A Robust Topological Framework for Detecting Regime Changes in Multi-Trial Experiments with Application to Predictive Maintenance
by: El-Yaagoubi, Anass B., et al.
Published: (2024)