The Electroencephalogram and the Adaptive Autoregressive Model: Theory and Applications

No abstract is available for this paper.

• Publication year

  2000

• Venue

  Unknown venue

• Publication date

  2000-07-31

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Amygdala Stimulation Evokes Time-Varying Synaptic Responses in the Gustatory Cortex of Anesthetized Rats

  2011cited by this paper
• Machine Learning, Neural and Statistical Classification

  2009cited by this paper
• Usefulness of autoregressive models to classify EEG segments

  2009cited by this paper
• Conflict Theory, Economic Conditions, and Homicide

  2002cited by this paper
• Rapid prototyping of an EEG-based brain-computer interface (BCI)

  2001cited by this paper
• A criterion for adaptive autoregressive models

  2000cited by this paper
• Artifact processing of the sleep EEG in the "SIESTA"-project

  1999cited by this paper
• Event-related band power changes and memory performance

  1999cited by this paper
• Spindle Filter Optimisation with Receiver Operating Characteristics-Curves

  1999cited by this paper
• Oscillatory brain theory: a new trend in neuroscience.

  1999cited by this paper
• Quality control of polysomnographic sleep data by histogram and entropy analysis.

  1999cited by this paper
• Event-related dynamics of alpha band rhythms: a neuronal network model of focal ERD-surround ERS

  1999cited by this paper
• Basic concepts on EEG synchronization and desynchronization

  1999cited by this paper
• Artifact Processing in Computerized Analysis of Sleep EEG – A Review

  1999cited by this paper
• Nonlinear EEG analysis based on a neural mass model

  1999cited by this paper
• Design of an EEG-based Brain-Computer Interface (BCI) from Standard Components running in Real-time under Windows - Entwurf eines EEG-basierten Brain-Computer Interfaces (BCI) mit Standardkomponenten, das unter Windows in Echtzeit arbeitet

  1999cited by this paper
• Event-related EEG/MEG synchronization and desynchronization: basic principles.

  1999cited by this paper
• Enhancement of left-right sensorimotor EEG differences during feedback-regulated motor imagery.

  1999cited by this paper
• CARDIAC FIELD ARTIFACT IN SLEEP EEG

  1999cited by this paper
• EEG analysis: Theory and Practice

  1998cited by this paper
• Adaptive AR modeling of nonstationary time series by means of Kalman filtering

  1998cited by this paper
• Considerations on Adaptive Autoregressive Modelling in EEG Analysis

  1998cited by this paper
• Digital archival and exchange of events in a simple format for polygraphic recordings with application in event related potential studies.

  1998cited by this paper
• Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters.

  1998cited by this paper
• EEG-based communication and control: short-term role of feedback.

  1998cited by this paper
• A method for the calculation of induced band power: implications for the significance of brain oscillations.

  1998cited by this paper
• SUBJECT SPECIFIC EEG PATTERNS DURING MOTOR IMAGINARY

  1997cited by this paper
• A neuronal transition probability model for the evolution of power in the sigma and delta frequency bands of sleep EEG.

  1997cited by this paper
• Simulation of nonstationary EEG

  1997cited by this paper
• Adaptive Autoregressive Modeling used for Single-trial EEG Classification - Verwendung eines Adaptiven Autoregressiven Modells für die Klassifikation von Einzeltrial-EEG-Daten

  1997cited by this paper
• Adaptive tracking of linear time-variant systems by extended RLS algorithms

  1997cited by this paper
• Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition.

  1997cited by this paper
• Using adaptive autoregressive parameters for a brain-computer-interface experiment

  1997cited by this paper
• Continuous monitoring of the sympatho-vagal balance through spectral analysis.

  1997influential reference
• Design and operation of an EEG-based brain-computer interface with digital signal processing technology

  1997cited by this paper
• Estimation of event-related synchronization changes by a new TVAR method

  1997cited by this paper
• On-line EEG classification during externally-paced hand movements using a neural network-based classifier.

  1996cited by this paper
• Past and future of computer-assisted sleep analysis and drowsiness assessment.

  1996cited by this paper
• Dominant frequency analysis of EEG reveals brain's response during injury and recovery

  1996cited by this paper
• Adaptive Filter Theory

  1996influential reference
• Tracking of nonstationary EEG with the polynomial root perturbation

  1996cited by this paper
• Spikes: Exploring the Neural Code

  1996cited by this paper
• The effects of handedness and type of movement on the contralateral preponderance of mu-rhythm desynchronisation.

  1996cited by this paper
• Automated feature selection with a distinction sensitive learning vector quantizer

  1996cited by this paper
• Classification of Single trial EEG: A comparison of different parameters.

  1996cited by this paper
• The future of computer-assisted investigation of the polysomnogram: sleep microstructure.

  1996cited by this paper
• Age and gender affect different characteristics of slow waves in the sleep EEG.

  1995cited by this paper
• Evaluation of parametric methods in EEG signal analysis.

  1995cited by this paper
• Tracking of nonstationary EEG with the roots of ARMA models

  1995cited by this paper
• Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters

  1995cited by this paper
• Dynamic spectral analysis of event-related EEG data.

  1995cited by this paper
• Dynamic spectral analysis based on an autoregressive model with time-varying coefficients

  1995cited by this paper
• Ambulatory Recording and Power Spectral Analysis by Autoregressive Modelling of Polygraphic Sleep Signals in Patients Suffering from Chronic Pain

  1994cited by this paper
• Selection of electrode positions for an EEG-based Brain Computer Interface (BCI). Auswahl von Elektrodenpositionen für ein auf EEG-Ableitungen basierendes Brain Computer Interface (BCI)

  1994cited by this paper
• A state-space approach to adaptive RLS filtering

  1994cited by this paper
• Multichannel EEG-based brain-computer communication.

  1994cited by this paper
• A proposal for computer‐based sleep/wake analysis

  1993cited by this paper
• Brain-computer interface: a new communication device for handicapped persons

  1993cited by this paper
• The gamma-filter-a new class of adaptive IIR filters with restricted feedback

  1993cited by this paper
• Validation of computer analysed polygraphic patterns during drowsiness and sleep onset.

  1993cited by this paper
• Towards Automated Sleep Classification in Infants Using Symbolic and Subsymbolic Approaches - Automatische Schlafklassifikation bei Säuglingen mit Hilfe von symbolischen und subsymbolischen Methoden

  1993cited by this paper
• Parametrische Methoden der dynamischen Spektralanalyse und ihre Anwendung in der Biosignalanalyse

  1993cited by this paper
• An EEG-based method for graded cursor control

  1993cited by this paper
• Event-related desynchronization: the effects of energetic and computational demands.

  1992cited by this paper
• A simple format for exchange of digitized polygraphic recordings.

  1992cited by this paper
• Hilbert-transform based predictions of hand movements from EEG measurements

  1992cited by this paper
• EEG Classification by Learning Vector Quantization - EEG-Klassifikation mit Hilfe eines Learning Vector Quantizers

  1992cited by this paper
• An EEG-based brain-computer interface for cursor control.

  1991cited by this paper
• Model-based analysis of neurophysiological signals

  1991cited by this paper
• Neural mechanisms underlying brain waves: from neural membranes to networks.

  1991cited by this paper
• Adaptive Signal Processing

  1991cited by this paper
• Changes in EEG mean frequency and spectral purity during spontaneous alpha blocking.

  1990cited by this paper
• Non-linear and non-stationary time series analysis

  1990cited by this paper
• Time Series Analysis: Univariate and Multivariate Methods

  1990cited by this paper
• Report of IFCN Committee on Basic Mechanisms. Basic mechanisms of cerebral rhythmic activities.

  1990cited by this paper
• Basic mechanisms of cerebral rhythmic activities

  1990cited by this paper
• Sleep EEG evaluation: a comparison of results obtained by visual scoring and automatic analysis with the Oxford sleep stager.

  1989cited by this paper
• System zur kontinuierlichen Digitalisierung und Auswertung von 32 Biosignalen bei Ganznacht-Schlafableitungen

  1989cited by this paper
• Sleep staging automaton based on the theory of evidence

  1989cited by this paper
• Knowledge-based approach to sleep EEG analysis-a feasibility study

  1989cited by this paper
• Estimation of running frequency spectra using a Kalman filter algorithm.

  1988cited by this paper
• On the use of autoregressive order determination criteria in multivariate white noise tests

  1988cited by this paper
• Methods of Analysis of Brain Electrical and Magnetic Signals

  1987cited by this paper
• Automated sleep scoring: a comparative reliability study of two algorithms.

  1987cited by this paper
• A study on the best order for autoregressive EEG modelling.

  1987cited by this paper
• Digital spectral analysis: with applications

  1986cited by this paper
• Automatic analysis overcomes limitations of sleep stage scoring.

  1986cited by this paper
• SAMICOS-A Sleep Analyzing Microcomputer System

  1986cited by this paper
• Spectral Analysis and Time Series

  1983cited by this paper
• Accurate measurement of flash-evoked alpha attenuation.

  1983cited by this paper
• A UNIVERSAL PRIOR FOR INTEGERS AND ESTIMATION BY MINIMUM DESCRIPTION LENGTH

  1983cited by this paper
• Kritische Bemerkungen zu den Regeln von Rechtschaffen und Kales über die visuelle Auswertung von EEG-Schlafableitungen

  1982cited by this paper
• Computer analysis of EEG signals with parametric models

  1981cited by this paper
• Autoregressive Estimation of Short Segment Spectra for Computerized EEG Analysis

  1981cited by this paper
• Optimal detection of the alpha state in a model of the human electroencephalogram.

  1981influential reference
• The Estimation of the Order of an ARMA Process

  1980cited by this paper
• The determination of the order of an autoregression

  1979cited by this paper
• A Bayesian extension of the minimum AIC procedure of autoregressive model fitting

  1979cited by this paper
• Cross-validation:a review 2

  1978cited by this paper
• Modeling By Shortest Data Description*

  1978cited by this paper

• Motor-Related EEG Analysis Using a Pole Tracking Approach

  2024influential citation
• Local and Global Measures of Information Storage for the Assessment of Heartbeat-Evoked Cortical Responses

  2023cites this paper
• Switching state-space modeling of neural signal dynamics

  2023cites this paper
• Time-Lagged Multidimensional Pattern Connectivity (TL-MDPC): An EEG/MEG pattern transformation based functional connectivity metric

  2022cites this paper
• Fuzzy-Discernibility Matrix-based Efficient Feature Selection Techniques for Improved Motor-Imagery EEG Signal Classification

  2021cites this paper
• Application of EEG Time-Varying Networks in the Evaluation of Dynamic Functional Brain Networks

  2021cites this paper
• Online detection of class-imbalanced error-related potentials evoked by motor imagery

  2021cites this paper
• On the characterization of cognitive tasks using activity-specific short-lived synchronization between electroencephalography channels

  2021cites this paper
• A Computationally-Efficient, Online-Learning Algorithm for Detecting High-Voltage Spindles in the Parkinsonian Rats

  2020cites this paper
• A Novel Adaptive Fading Kalman Filter-Based Approach to Time-Varying Brain Spectral/Connectivity Analyses of Event-Related EEG Signals

  2020cites this paper
• Continuous reorganization of cortical information flow in multiple sclerosis: A longitudinal fMRI effective connectivity study

  2020cites this paper
• Epileptic source connectivity analysis based on estimating of dynamic time series of regions of interest

  2019cites this paper
• Time-varying effective EEG source connectivity: the optimization of model parameters*

  2019cites this paper
• Lattice-Filter-Based Multivariate Autoregressive Spectral Estimation With Joint Model Order and Estimation Bandwidth Adaptation

  2019cites this paper
• Modeling the Ongoing Dynamics of Short and Long-Range Temporal Correlations in Broadband EEG During Movement

  2019cites this paper
• Spectral and Time-Frequency Analysis

  2019cites this paper
• On Noncausal Identification of Nonstationary Multivariate Autoregressive Processes

  2019cites this paper
• EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

  2019cites this paper
• Motor Imagery Recognition for Brain-Computer Interfaces Using Hilbert-Huang Transform and Effective Event-Related-Desynchronization Features

  2019cites this paper
• Seizure-onset mapping based on time-varying multivariate functional connectivity analysis of high-dimensional intracranial EEG: a Kalman filter approach.

  2019cites this paper
• A Comparative Analysis on Feature Extraction and Classification of EEG Signal for Brain-Computer Interface Applications

  2019cites this paper
• Brain-Computer Interfaces in Contemporary Art: A State of the Art and Taxonomy

  2019cites this paper
• Modeling time-varying brain networks with a self-tuning optimized Kalman filter

  2019cites this paper
• A novel machine learning based feature selection for motor imagery EEG signal classification in Internet of medical things environment

  2019cites this paper
• Time-varying MVAR algorithms for directed connectivity analysis: Critical comparison in simulations and benchmark EEG data

  2018cites this paper
• Identification of nonstationary multivariate autoregressive processes - Comparison of competitive and collaborative strategies for joint selection of estimation bandwidth and model order

  2018cites this paper
• Analysing Vibrotactually Stimulated EEG Signals to Comprehend Object Shapes

  2018cites this paper
• Two-Stage Identification of Locally Stationary Autoregressive Processes and its Application to the Parametric Spectrum Estimation

  2018cites this paper
• An Efficient Hardware Implementation for a Motor Imagery Brain Computer Interface System

  2018cites this paper
• Classification of right and left hand movement using phase space and recurrence quantification analysis

  2018cites this paper
• Evaluación experimental de aprendizaje máquina extremo aplicado a los sistemas de interfaz cerebro-ordenador basados en imaginación de movimiento

  2018cites this paper
• EEG-Based Detection of Brisk Walking Motor Imagery Using Feature Transformation Techniques

  2018cites this paper
• Comparative Study of Different Ensemble Compositions in EEG Signal Classification Problem

  2018cites this paper
• Assessing Drivers' Fatigue State Under Real Traffic Conditions Using EEG Alpha Spindles

  2017cites this paper
• Dimensionality reduction of EEG signal using Fuzzy Discernibility Matrix

  2017cites this paper
• An ensemble classification approach to motor-imagery brain state discrimination problem

  2017cites this paper
• Testing Extreme Learning Machine in Motor Imagery Brain Computer Interface

  2017cites this paper
• Classification of right and left hand movement using nonlinear analysis

  2017cites this paper
• Analyzing text recognition from tactually evoked EEG

  2017influential citation
• Signal Processing in Neuroscience

  2016cites this paper
• Seizure-Onset Mapping Based on Time-Variant Multivariate Functional Connectivity Analysis of High-Dimensional Intracranial EEG: A Kalman Filter Approach

  2016influential citation
• Directed Functional Brain Connectivity Based on EEG Source Imaging: Methodology and Application to Temporal Lobe Epilepsy

  2016influential citation
• A QR decomposition based RLS algorithm with forgetting factor for adaptation of AR EEG features

  2016cites this paper
• A comparison of different synchronization measures in electroencephalogram during propofol anesthesia

  2016cites this paper
• Synchronization Measures in EEG Signals

  2016cites this paper
• Vibrotactile feedback for conveying object shape information as perceived by artificial sensing of robotic arm

  2016influential citation
• QR decomposition based recursive least square adaptation of autoregressive EEG features

  2016cites this paper
• IMPROVED FEATURE EXTRACTION ALGORITHM FOR BRAIN COMPUTER INTERFACE By Sami

  2015cites this paper
• Permutation Lempel–Ziv complexity measure of electroencephalogram in GABAergic anaesthetics

  2015cites this paper
• Interfacing robotic tactile sensation with human vibrotactile perception for digit recognition

  2015cites this paper
• Représentations redondantes pour les signaux d’électroencéphalographie

  2015cites this paper
• Tracking the coupling of two electroencephalogram series in the isoflurane and remifentanil anesthesia.

  2015cites this paper
• Extracting features from phase space of EEG signals in brain-computer interfaces

  2015cites this paper
• Multivariate Adaptive Autoregressive Modeling and Kalman Filtering for Motor Imagery BCI

  2015cites this paper
• Time-frequency Granger causality with application to nonstationary brain signals

  2015cites this paper
• Time-Varying Parametric Modeling of ECoG for Syllable Decoding

  2015cites this paper
• Probabilistic graphical models for brain computer interfaces

  2014cites this paper
• TVAR modeling of EEG to detect audio distraction during simulated driving

  2014cites this paper
• The Dynamic Brain: Modeling Neural Dynamics and Interactions From Human Electrophysiological Recordings

  2014cites this paper
• Exploring dimensionality reduction of EEG features in motor imagery task classification

  2014cites this paper
• Object shape recognition from EEG signals with tactile, visuo-tactile and audio-tactile stimuli

  2014influential citation
• Sequential Method with Incremental Analysis Update to Retrieve Leaf Area Index from Time Series MODIS Reflectance Data

  2014cites this paper
• Selecting the optimal EEG electrode positions for a cognitive task using an Artificial Bee Colony with Adaptive Scale Factor optimization algorithm

  2014cites this paper
• ERP and adaptive autoregressive identification with spectral power decomposition to study rapid auditory processing in infants

  2014cites this paper
• Automatic Identification and Removal of Ocular Artifacts in EEG—Improved Adaptive Predictor Filtering for Portable Applications

  2014cites this paper
• Performance analysis of ensemble methods for multi-class classification of motor imagery EEG signal

  2014influential citation
• EEG ANALYSIS FOR DIGIT RECOGNITION BY TACTILE AND VIBROTACTILE STIMULATIONS

  2014influential citation
• EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study.

  2014cites this paper
• Detecting alpha spindle events in EEG time series using adaptive autoregressive models

  2013cites this paper
• BCI-Based Cursor Control Using EEG Sensorimotor Rhythms

  2013cites this paper
• An extended multivariate autoregressive framework for EEG-based information flow analysis of a brain network

  2013cites this paper
• EEG signal analysis for brain-computer interfaces for large public applications. (Analyse de signaux EEG pour des applications grand-public des interfaces cerveau-machine)

  2013cites this paper
• Channel and Class Dependent Time-Series Embedding Using Partial Mutual Information Improves Sensorimotor Rhythm Based Brain-Computer Interfaces

  2013cites this paper
• The removal of ocular artifactsfrom EEG signals: An adaptive modeling technique for portable applications

  2013cites this paper
• Efficient Automatic Selection and Combination of EEG Features in Least Squares Classifiers for Motor Imagery Brain-Computer Interfaces

  2013cites this paper
• Ictal‐onset localization through connectivity analysis of intracranial EEG signals in patients with refractory epilepsy

  2013cites this paper
• EEG controlled remote robotic system from motor imagery classification

  2012cites this paper
• Die physiologische Erfassung des Fahrerzustandes: Der Einfluss von Unaufmerksamkeit des Fahrers auf EEG Parameter und Verhaltensdaten

  2012cites this paper
• Automatic and Adaptive Classification of Electroencephalographic Signals for Brain Computer Interfaces

  2012cites this paper
• Development of a MATLAB-based toolbox for brain computer interface applications in virtual reality

  2012cites this paper
• Alpha spindles as neurophysiological correlates indicating attentional shift in a simulated driving task.

  2012cites this paper
• A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods

  2011cites this paper
• Local Polynomial Modeling of Time-Varying Autoregressive Models With Application to Time–Frequency Analysis of Event-Related EEG

  2011influential citation
• The effects of mental training on brain computer interface performance with distractions

  2011cites this paper
• EEG Alpha Spindles as Indicators for Prolonged Brake Reaction Time During Auditory Secondary Tasks in a Real Road Driving Study

  2011cites this paper
• Feature selection using a genetic algorithm in a motor imagery-based Brain Computer Interface

  2011cites this paper
• BioSig: The Free and Open Source Software Library for Biomedical Signal Processing

  2011cites this paper
• Analysis of the time-varying cortical neural connectivity in the newborn EEG: A time-frequency approach

  2011influential citation
• EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing

  2011cites this paper
• A Novel Feature of the EEG based Motor Imagery BCI System: Degree of Imagery

  2011cites this paper
• Reconocimiento de imaginación motora de señales EEG en el dominio temporal aplicando modelos paramétricos

  2011influential citation
• Toward a Model-Based Predictive Controller Design in Brain–Computer Interfaces

  2011cites this paper
• Assessing driver state: neurophysiological correlates of attentional shift during real road driving

  2011cites this paper
• Modeling differences in the time-frequency representation of EEG signals through HMM’s for classification of imaginary motor tasks

  2011cites this paper
• EEG alpha spindle measures as indicators of driver fatigue under real traffic conditions.

  2011cites this paper
• A Time-Variant Processing Approach for the Analysis of Alpha and Gamma MEG Oscillations During Flicker Stimulus Generated Entrainment

  2011cites this paper
• Multiscale permutation entropy analysis of EEG recordings during sevoflurane anesthesia

  2010cites this paper
• Feature extraction of brain-computer interface based on improved multivariate adaptive autoregressive models

  2010influential citation
• EEGLAB , MPT , NetSIFT , NFT , BCILAB , and ERICA : New tools for advanced EEG / MEG processing

  2010cites this paper
• A new Kalman filter approach for the estimation of high-dimensional time-variant multivariate AR models and its application in analysis of laser-evoked brain potentials

  2010cites this paper