Decoding the infant mind: Multivariate pattern analysis (MVPA) using fNIRS

Using fNIRS to examine occipital and temporal responses to stimulus repetition in young infants: Evidence of selective frontal cortex involvement

(2017) Lauren L. Emberson et al.   Developmental Cognitive Neuroscience

Representational similarity encoding for fMRI: Pattern-based synthesis to predict brain activity using stimulus-model-similarities

(2016) Andrew James Anderson et al.   NEUROIMAGE

Hemodynamic Correlates of Cognition in Human Infants

(2015) Richard N. Aslin et al.   Annual Review of Psychology

A Primer on Pattern-Based Approaches to fMRI: Principles, Pitfalls, and Perspectives

(2015) John-Dylan Haynes   NEURON

Top-down modulation in the infant brain: Learning-induced expectations rapidly affect the sensory cortex at 6 months

(2015) Lauren L. Emberson et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Novel method to classify hemodynamic response obtained using multi-channel fNIRS measurements into two groups: exploring the combinations of channels

(2014) Hiroko Ichikawa et al.   Frontiers in Human Neuroscience

Prior Expectations Evoke Stimulus Templates in the Primary Visual Cortex

(2014) Peter Kok et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Resolving human object recognition in space and time

(2014) Radoslaw Martin Cichy et al.   NATURE NEUROSCIENCE

Decoding Vigilance with NIRS

(2014) Carsten Bogler et al.   PLoS One

Coregistering functional near-infrared spectroscopy with underlying cortical areas in infants

(2014) Sarah Lloyd-Fox et al.   Neurophotonics

Statistical analysis of fNIRS data: A comprehensive review

(2013) Sungho Tak et al.   NEUROIMAGE

What Makes Different People's Representations Alike: Neural Similarity Space Solves the Problem of Across-subject fMRI Decoding

(2012) Rajeev D. S. Raizada et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Computational advances towards linking BOLD and behavior

(2011) John T. Serences et al.   NEUROPSYCHOLOGIA

Decoding what one likes or dislikes from single-trial fNIRS measurements

(2011) S.M. Hadi Hosseini et al.   NEUROREPORT

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

Identifying Object Categories from Event-Related EEG: Toward Decoding of Conceptual Representations

(2010) Irina Simanova et al.   PLoS One

Near-infrared spectroscopy: A report from the McDonnell infant methodology consortium

(2010) Judit Gervain et al.   Developmental Cognitive Neuroscience

Quantifying the Adequacy of Neural Representations for a Cross-Language Phonetic Discrimination Task: Prediction of Individual Differences

(2009) Rajeev D. S. Raizada et al.   CEREBRAL CORTEX

Timing, Timing, Timing: Fast Decoding of Object Information from Intracranial Field Potentials in Human Visual Cortex

(2009) Hesheng Liu et al.   NEURON

The NimStim set of facial expressions: Judgments from untrained research participants

(2009) Nim Tottenham et al.   PSYCHIATRY RESEARCH

Decoding subjective preference from single-trial near-infrared spectroscopy signals

(2008) Sheena Luu et al.   Journal of Neural Engineering

Identifying natural images from human brain activity

(2008) Kendrick N. Kay et al.   NATURE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE

Predicting Human Brain Activity Associated with the Meanings of Nouns

(2008) T. M. Mitchell et al.   SCIENCE

"Who" Is Saying "What"? Brain-Based Decoding of Human Voice and Speech

(2008) E. Formisano et al.   SCIENCE