Advances in Quantitative Electroencephalogram Analysis Methods

A Mathematical Theory of Communication

1948 • 73,365 citations

Elements of Information Theory

2001 • 38,276 citations

Detecting strange attractors in turbulence

1981 • 9,723 citations

Matching pursuits with time-frequency dictionaries

1993 • 8,925 citations

Possible generalization of Boltzmann-Gibbs statistics

1988 • 8,734 citations

Measuring the strangeness of strange attractors

1983 • 5,440 citations

Characterization of Strange Attractors

1983 • 4,655 citations

Spectrum estimation and harmonic analysis

1982 • 4,170 citations

Über das Elektrenkephalogramm des Menschen

1929 • 3,938 citations

Testing for nonlinearity in time series: the method of surrogate data

1992 • 3,621 citations

Measuring phase synchrony in brain signals

1999 • 3,548 citations

Removing electroencephalographic artifacts by blind source separation

2000 • 2,932 citations

On the Complexity of Finite Sequences

1976 • 2,538 citations

ADVANCED SPECTRAL METHODS FOR CLIMATIC TIME SERIES

2002 • 2,121 citations

Medical Instrumentation-Application and Design

1978 • 1,788 citations

Partial directed coherence: a new concept in neural structure determination

2001 • 1,708 citations

Electromagnetic brain mapping

2001 • 1,704 citations

Estimation of Entropy and Mutual Information

2003 • 1,386 citations

Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects

2000 • 1,289 citations

Approximate entropy (ApEn) as a complexity measure

1995 • 1,157 citations

On a simple algorithm to calculate the 'energy' of a signal

2002 • 1,103 citations

Fast fourier transforms: A tutorial review and a state of the art

1990 • 961 citations

Signal processing with higher-order spectra

1993 • 922 citations

Electric fields of the brain

1981 • 861 citations

Characterization of Strange Attractor

1987 • 843 citations

EEG and MEG: forward solutions for inverse methods

1999 • 818 citations

Wavelet entropy: a new tool for analysis of short duration brain electrical signals

2001 • 795 citations

A review of electrophysiology in attention-deficit/hyperactivity disorder: I. Qualitative and quantitative electroencephalography

2003 • 772 citations

Removing electroencephalographic artifacts by blind source separation

2000 • 752 citations

Nonparametric entropy estimation. An overview

1997 • 622 citations

Nonextensive statistics: theoretical, experimental and computational evidences and connections

1999 • 608 citations

Easily calculable measure for the complexity of spatiotemporal patterns

1987 • 500 citations

Induced electrocorticographic gamma activity during auditory perception

2001 • 497 citations

Estimation of the information by an adaptive partitioning of the observation space

1999 • 477 citations

Conventional and Quantitative Electroencephalography in Psychiatry

1999 • 464 citations

Epileptic seizures can be anticipated by non-linear analysis

1998 • 416 citations

A review of electrophysiology in attention-deficit/hyperactivity disorder: II. Event-related potentials

2003 • 415 citations

Mutual information analysis of the EEG in patients with Alzheimer's disease

2001 • 385 citations

Chaos or noise in EEG signals; dependence on state and brain site

1991 • 377 citations

Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method

2003 • 368 citations

EEG power, frequency, asymmetry and coherence in male depression

2001 • 366 citations

Approximate Entropy as an Electroencephalographic Measure of Anesthetic Drug Effect during Desflurane Anesthesia

2000 • 366 citations

Using partial directed coherence to describe neuronal ensemble interactions

1999 • 343 citations

Electrocorticographic gamma activity during word production in spoken and sign language

2001 • 288 citations

A review of parametric modelling techniques for EEG analysis

1996 • 282 citations

The EEG in Coma

2000 • 278 citations

EEG discriminant analyses of mild head trauma

1989 • 263 citations

Quality of EEG in simultaneous EEG-fMRI for epilepsy

2003 • 255 citations

Filtered noise can mimic low-dimensional chaotic attractors

1993 • 244 citations

Computer based sleep recording and analysis

2000 • 227 citations

Time-frequency analysis of electroencephalogram series. III. Wavelet packets and information cost function

1998 • 227 citations

EEG coherence in Alzheimer disease

1994 • 206 citations

Nonlinearity in normal human EEG: cycles, temporal asymmetry, nonstationarity and randomness, not chaos

1996 • 191 citations

Spectral analysis methods for neurological signals

1998 • 186 citations

Measuring Chaos in the Brain: A Tutorial Review of Nonlinear Dynamical Eeg Analysis

1992 • 180 citations

Its Possible Use for Interictal Focus Localization, Seizure Anticipation, and Prevention

2001 • 177 citations

Diagnostic value of quantitative EEG in Alzheimer’s disease

2001 • 171 citations

Investigation of EEG non-linearity in dementia and Parkinson's disease

1995 • 168 citations

Measuring Chaos in the Brain - A Tutorial Review of EEG Dimension Estimation

1995 • 167 citations

Spatiotemporal Brain Imaging of Visual-Evoked Activity Using Interleaved EEG and fMRI Recordings

2001 • 165 citations

A novel quantitative EEG injury measure of global cerebral ischemia

2000 • 163 citations

High resolution study of sleep spindles

1999 • 161 citations

EEG in schizophrenic patients: mutual information analysis

2002 • 159 citations

Nonlinear analyses of interictal EEG map the brain interdependences in human focal epilepsy

1999 • 159 citations

How can EEG/MEG and fMRI/PET data be combined?

2002 • 149 citations

New perspectives in EEG/MEG brain mapping and PET/fMRI neuroimaging of human pain

2001 • 136 citations

Time-Dependent Entropy Estimation of EEG Rhythm Changes Following Brain Ischemia

2003 • 132 citations

Wavelet entropy analysis of event-related potentials indicates modality-independent theta dominance

2002 • 125 citations

On the investigation of the neurophysiological correlates of knowledge worker mental fatigue using the EEG signal

1994 • 115 citations

Information transmission in human cerebral cortex

1997 • 115 citations

Derived fuzzy knowledge model for estimating the depth of anesthesia

2001 • 111 citations

Nonextensive entropy measure of EEG following brain injury from cardiac arrest

2002 • 107 citations

Analysis of EEG transients by means of matching pursuit

1995 • 104 citations

Investigation of non-linear properties of multichannel EEG in the early stages of Parkinson's disease

2001 • 100 citations

Higher-order spectral analysis of burst patterns in EEG

1999 • 100 citations

The Diagnostic Value of EEG in Alzheimer Disease

2001 • 97 citations

Chaos in the brain: a short review alluding to epilepsy, depression, exercise and lateralization

2001 • 97 citations

The rate of entropy increase at the edge of chaos

2000 • 95 citations

Sleep electroencephalogram changes in acute hemispheric stroke

2001 • 94 citations

Human brain measures of clinical pain: a review II. Tomographie imagings

1993 • 90 citations

Complexity analysis of spontaneous EEG

2000 • 89 citations

Removal of ECG interference from the EEG recordings in small animals using independent component analysis

2001 • 89 citations

Evaluation of acute ischemic stroke using quantitative EEG: A comparison with conventional EEG and CT scan

1998 • 89 citations

Biophysical Linkage between MRI and EEG Coherence in Closed Head Injury

1998 • 83 citations

Detection of non-linearity in the EEG of schizophrenic patients

2001 • 83 citations

EEG sleep studies in patients with generalized anxiety disorder

1988 • 81 citations

An estimator of the mutual information based on a criterion for conditional independence

1999 • 80 citations

Convergence to the critical attractor of dissipative maps: Log-periodic oscillations, fractality, and nonextensivity

2000 • 79 citations

Time-frequency representation of electrocorticograms in temporal lobe epilepsy

1992 • 78 citations

Dominant frequency analysis of EEG reveals brain's response during injury and recovery

1996 • 77 citations

Epilepsy and EEG in the tElderly

2002 • 72 citations

EEG-brain mapping in schizophrenics with predominantly positive and negative symptoms

1990 • 70 citations

Time-frequency analysis of electrophysiology signals in epilepsy

1995 • 67 citations

Measuring the complexity of time series: An application to neurophysiological signals

2000 • 67 citations

Characterization of epileptic seizure dynamics using Gabor atom density

2003 • 67 citations

The localization of spontaneous brain activity: first results in patients with cerebral tumors

2001 • 65 citations

Quantitative electroencephalography spectral analysis and topographic mapping in a rat model of middle cerebral artery occlusion

2001 • 64 citations

Human brain measures of clinical pain: a review I. Topographic mappings

1993 • 63 citations

Impact of activity and arousal upon spectral EEG parameters

2001 • 62 citations

Parameterized entropy analysis of EEG following hypoxic–ischemic brain injury

2003 • 62 citations

Nonlinear dynamics of EEG in Alzheimer's disease

2002 • 60 citations

CEEG mapping in drug-free schizophrenics

1991 • 60 citations

Estimating dimension from small samples

1994 • 60 citations

EEG brain mapping of phonological and semantic tasks in Italian and German languages

2000 • 58 citations

Human brain dynamics: the analysis of EEG signals with Tsallis information measure

1999 • 57 citations

Digital period analysis of sleep EEG in depression

1992 • 56 citations

EEG dipole source localization

1998 • 55 citations

Wavelet Entropy for Subband Segmentation of EEG During Injury and Recovery

2003 • 53 citations

Essentials of clinical neurophysiology

1992 • 52 citations

Estimation of the EEG power spectrum using MRI T2 relaxation time in traumatic brain injury

2001 • 52 citations

Simultaneous EEG and functional MRI of epileptic activity: a case report

2001 • 52 citations

A unified time-frequency parametrization of EEGs

2001 • 51 citations

EEG Signal Modeling Using Adaptive Markov Process Amplitude

2004 • 50 citations

EEG correlates of acute and chronic paroxetine treatment in depression

2002 • 50 citations

Adaptive estimation of latency changes in evoked potentials

1996 • 48 citations

Bifrequency and bispectrum maps: a new look at multirate systems with stochastic inputs

2000 • 47 citations

Predicting movement during anaesthesia by complexity analysis of electroencephalograms

1999 • 46 citations

Comparison of MRI, EEG, EPs and ECD-SPECT in Wilson's disease

2001 • 45 citations

Quantitative EEG in assessment of anaesthetic depth: comparative study of methodology

1996 • 44 citations

Quantification of computer analyzed serial EEGs from stroke patients

1976 • 41 citations

Computerized EEG topography findings in schizophrenic patients before and after haloperidol treatment

1992 • 38 citations

The effects of vagus nerve stimulation on sleep EEG in depression

2003 • 36 citations

The largest Lyapunov exponent of the EEG during ECT seizures as a measure of ECT seizure adequacy

1997 • 36 citations

Propofol anesthesia induces phase synchronization changes in EEG

2001 • 34 citations

Brain protection of nicergoline against hypoxia: EEG brain mapping and psychometry

1990 • 32 citations

Changes of chaoticness in spontaneous EEG/MEG

1994 • 32 citations

EEG mapping in seasonal affective disorder

2002 • 30 citations

CAN WE MEASURE CONSCIOUSNESS WITH EEG COMPLEXITIES?

2003 • 30 citations

Nonlinear EEG analysis in epilepsy

2005 • 29 citations

The nonlinear dynamical analysis of the EEG in schizophrenia with temporal and spatial embedding dimension

2001 • 29 citations

The EEG in intrinsic supratentorial brain tumors: A comparative evaluation

1972 • 27 citations

Unbiased high resolution method of EEG analysis in time-frequency space

2001 • 26 citations

Quantification of injury-related EEG signal changes using distance measures

1999 • 25 citations

EEG spectral analysis and topographic mapping in Wilson's disease

1991 • 25 citations

Temporal dynamics of information flow in the cerebral cortex

2001 • 23 citations

Computer-Analyzed EEG (CEEG) and Dynamic Brain Mapping in AIDS and HIV Related Syndrome: A Pilot Study

1990 • 22 citations

The interaction between fentanyl and propofol during emergence from anesthesia: monitoring with the EEG-Bispectral index™

2003 • 22 citations

Some limitations of spatio temporal source models

1995 • 22 citations

Brain tumor classification based on EEG hidden dynamics

1999 • 20 citations

Quantified EEG analysis monitoring in a novel model of general anaesthesia in rats

2003 • 19 citations

EEG-brain mapping

1992 • 18 citations

Seasonal affective disorder: spatial organization of EEG power and coherence in the depressive state and in light-induced and summer remission

2001 • 18 citations

Dipole-tracing of abnormal slow brain potentials after cerebral stroke — EEG, PET, MRI correlations

1990 • 17 citations

Brain Imaging Technologies: How, What, When and Why?

1999 • 16 citations

Essentials of Clinical Neurophysiology

1996 • 15 citations

Detecting EEG bursts after hypoxic-ischemic injury using energy operators

2002 • 15 citations

An EEG study of Wilson's disease. Findings in patients and heterozygous relatives

1986 • 15 citations

C-EEG brain mapping in DSM-III schizophrenics after acute and chronic haloperidol treatment

1990 • 14 citations

Biomedical problems in time-frequency-scale analysis-new challenges

2002 • 13 citations

Chaos and fractal properties in EEG data

1995 • 12 citations

When non-extensive entropy becomes extensive

2001 • 11 citations

EEG + MRI: a Sum Greater Than the Parts

1993 • 10 citations

Quantitative EEG abnormalities and asymmetries in patients with intracranial tumors

1990 • 9 citations

Measuring the complexity of time series: An application to neurophysiological signals

2000 • 9 citations

Time-frequency complexity of EEG following hypoxic-ischemic brain injury

2004 • 6 citations

The development of high precision EEG amplifier for the computerized EEG analysis

2002 • 6 citations

The entropic index of the planets of the solar-system

2003 • 5 citations

Texturing 3D‐reconstructions of the human brain with EEG‐activity maps

1998 • 5 citations

EEG in metastatic brain tumour before, during and after radiation treatment

1950 • 3 citations

EEG en urgence et traumatisme crânien

1998 • 3 citations

The additivity of the pseudo-additive conditional entropy for a proper Tsallis’ entropic index

2002 • 2 citations

Texturing 3D‐reconstructions of the human brain with EEG‐activity maps

1998 • 2 citations

Deleted Work

1955 • 0 citations