Novel Machine Learning Methods for ERP Analysis: A Validation From Research on Infants at Risk for Autism

Brain–Behavior Relations in Infancy: Integrative Approaches to Examining Infant Looking Behavior and Event-Related Potentials

(2012) Greg D. Reynolds et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

A Meta-Analysis Investigating Factors Underlying Attrition Rates in Infant ERP Studies

(2012) Manuela Stets et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

Recording Infant ERP Data for Cognitive Research

(2012) Stefanie Hoehl et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

A brief introduction to the use of event-related potentials in studies of perception and attention

(2011) Geoffrey F. Woodman   Attention Perception & Psychophysics

EEG complexity as a biomarker for autism spectrum disorder risk

(2011) William Bosl et al.   BMC Medicine

Development of auditory-specific brain rhythm in infants

(2011) Takako Fujioka et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Feature selection in omics prediction problems using cat scores and false nondiscovery rate control

(2010) Miika Ahdesmäki et al.   Annals of Applied Statistics

Simultaneous variable selection and class fusion for high-dimensional linear discriminant analysis

(2010) Jian Guo   BIOSTATISTICS

Infant ERP amplitudes change over the course of an experimental session: Implications for cognitive processes and methodology

(2010) Manuela Stets et al.   BRAIN & DEVELOPMENT

A pilot study to determine whether machine learning methodologies using pre-treatment electroencephalography can predict the symptomatic response to clozapine therapy

(2010) Ahmad Khodayari-Rostamabad et al.   CLINICAL NEUROPHYSIOLOGY

Heart rate based automatic seizure detection in the newborn

(2010) O.M. Doyle et al.   MEDICAL ENGINEERING & PHYSICS

Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers

(2010) Koel Das et al.   NEUROIMAGE

Single-trial analysis and classification of ERP components — A tutorial

(2010) Benjamin Blankertz et al.   NEUROIMAGE

Gene ranking and biomarker discovery under correlation

(2009) V. Zuber et al.   BIOINFORMATICS

Shrinkage-based Diagonal Discriminant Analysis and Its Applications in High-Dimensional Data

(2009) Herbert Pang et al.   BIOMETRICS

Eye contact and emotional face processing in 6-month-old infants: Advanced statistical methods applied to event-related potentials

(2009) Daniel Stahl et al.   BRAIN & DEVELOPMENT

Electrophysiological correlates of word comprehension: Event-related potential (ERP) and independent component analysis (ICA)

(2009) Jyutika Mehta et al.   INTERNATIONAL JOURNAL OF AUDIOLOGY

Visual modifications on the P300 speller BCI paradigm

(2009) M Salvaris et al.   Journal of Neural Engineering

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

(2009) Christine Ecker et al.   NEUROIMAGE

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

(2009) Andre Marquand et al.   NEUROIMAGE

A simple classification tool for single-trial analysis of ERP components

(2009) Christoph Bandt et al.   PSYCHOPHYSIOLOGY

Neural Correlates of Eye Gaze Processing in the Infant Broader Autism Phenotype

(2008) Mayada Elsabbagh et al.   BIOLOGICAL PSYCHIATRY

BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller

(2008) Alain Rakotomamonjy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

(2007) Klaus-Robert Müller et al.   JOURNAL OF NEUROSCIENCE METHODS

A comparison of generalized linear discriminant analysis algorithms

(2007) Cheong Hee Park et al.   PATTERN RECOGNITION

Classifying EEG for brain computer interfaces using Gaussian processes

(2007) Mingjun Zhong et al.   PATTERN RECOGNITION LETTERS