Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443373 ◽

2020 ◽

Author(s):

Gabriel Schamberg ◽

Sourish Chakravarty ◽

Taylor E. Baum ◽

Emery N. Brown

Keyword(s):

State Space ◽

State Space Model ◽

Burst Suppression ◽

Neural Dynamics ◽

Space Model ◽

Switching State

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Simultaneous estimation of neural state transitions, neural state numbers, and nonstationary firing rates using switching state space model

Neuroscience Research ◽

10.1016/j.neures.2010.07.2033 ◽

2010 ◽

Vol 68 ◽

pp. e107

Author(s):

Ken Takiyama ◽

Masato Okada

Keyword(s):

State Space ◽

State Space Model ◽

State Transitions ◽

Simultaneous Estimation ◽

Firing Rates ◽

Space Model ◽

Switching State

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Using Switching State-Space Model to Identify Work States Based on Movement Data

Proceedings of the 21st International Symposium on Advancement of Construction Management and Real Estate ◽

10.1007/978-981-10-6190-5_136 ◽

2017 ◽

pp. 1547-1558

Author(s):

Xincong Yang ◽

Heng Li ◽

Fenglai Wang ◽

Xiaochun Luo ◽

Dongping Cao

Keyword(s):

State Space ◽

State Space Model ◽

Space Model ◽

Movement Data ◽

Switching State

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International Transmission of Business Cycles: a Self-organizing Markov-Switching State-Space Model

Computational Intelligence in Economics and Finance ◽

10.1007/978-3-662-06373-6_22 ◽

2004 ◽

pp. 436-446

Author(s):

Morikazu Hakamata ◽

Genshirou Kitagawa

Keyword(s):

Business Cycles ◽

State Space ◽

Markov Switching ◽

State Space Model ◽

International Transmission ◽

Space Model ◽

Switching State ◽

Self Organizing

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Visual speech synthesis by modelling coarticulation dynamics using a non-parametric switching state-space model

International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction on - ICMI-MLMI '10 ◽

10.1145/1891903.1891942 ◽

2010 ◽

Author(s):

Salil Deena ◽

Shaobo Hou ◽

Aphrodite Galata

Keyword(s):

State Space ◽

Speech Synthesis ◽

State Space Model ◽

Visual Speech ◽

Space Model ◽

Visual Speech Synthesis ◽

Switching State ◽

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A Novel Switching State Space Model for Post-ICU Mortality Prediction and Survival Analysis

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3068357 ◽

2021 ◽

pp. 1-1

Author(s):

Yilin Yin ◽

Chun-An Chou

Keyword(s):

Survival Analysis ◽

State Space ◽

State Space Model ◽

Mortality Prediction ◽

Icu Mortality ◽

Space Model ◽

Switching State

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Voice conversion towards modeling dynamic characteristics using switching state space model

Science China Information Sciences ◽

10.1007/s11432-013-4799-4 ◽

2013 ◽

Vol 56 (12) ◽

pp. 1-15

Author(s):

Ning Xu ◽

JingYi Bao ◽

XiaoFeng Liu ◽

AiMing Jiang ◽

YiBing Tang

Keyword(s):

State Space ◽

Dynamic Characteristics ◽

State Space Model ◽

Voice Conversion ◽

Space Model ◽

Switching State

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Online multicamera tracking with a switching state-space model

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. ◽

10.1109/icpr.2004.1333772 ◽

2004 ◽

Author(s):

W. Zajdel ◽

A.T. Cemgil ◽

B.J.A. Krose

Keyword(s):

State Space ◽

State Space Model ◽

Space Model ◽

Switching State

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A state-space model of the burst suppression ratio

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2011.6090354 ◽

2011 ◽

Author(s):

J. J. Chemali ◽

K. F. K. Wong ◽

K. Solt ◽

E. N. Brown

Keyword(s):

State Space ◽

Suppression Ratio ◽

State Space Model ◽

Burst Suppression ◽

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EndoSensorFusion: Particle Filtering-Based Multi-Sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots

2018 IEEE International Conference on Robotics and Automation (ICRA) ◽

10.1109/icra.2018.8460472 ◽

2018 ◽

Author(s):

Mehmet Turan ◽

Yasin Almalioglu ◽

Hunter Gilbert ◽

Helder Araujo ◽

Taylan Cemgil ◽

...

Keyword(s):

Data Fusion ◽

State Space ◽

Particle Filtering ◽

State Space Model ◽

Space Model ◽

Sensory Data ◽

Endoscopic Capsule ◽

Endoscopic Capsule Robots ◽

Switching State

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Bayesian Inference in a Non-Linear/Non-Gaussian Switching State Space Model: Regime-Dependent Leverage Effect in the U.S. Stock Market

SSRN Electronic Journal ◽

10.2139/ssrn.2685280 ◽

2015 ◽

Author(s):

Jaeho Kim

Keyword(s):

Bayesian Inference ◽

Stock Market ◽

State Space ◽

State Space Model ◽

Leverage Effect ◽

Space Model ◽

Non Gaussian ◽

Switching State ◽

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