Decoding Imagined and Spoken Phrases From Non-invasive Neural (MEG) Signals

Towards reconstructing intelligible speech from the human auditory cortex

(2019) Hassan Akbari et al.   Scientific Reports

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

(2019) Miguel Angrick et al.   Journal of Neural Engineering

Speech synthesis from neural decoding of spoken sentences

(2019) Gopala K. Anumanchipalli et al.   NATURE

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

Real-time decoding of question-and-answer speech dialogue using human cortical activity

(2019) David A. Moses et al.   Nature Communications

Optical Co-registration of MRI and On-scalp MEG

(2019) Rasmus Zetter et al.   Scientific Reports

Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex

(2019) Jesse A. Livezey et al.   PLoS Computational Biology

Towards OPM-MEG in a virtual reality environment

(2019) Gillian Roberts et al.   NEUROIMAGE

Decoding English Alphabet Letters Using EEG Phase Information

(2018) YiYan Wang et al.   Frontiers in Neuroscience

Moving magnetoencephalography towards real-world applications with a wearable system

(2018) Elena Boto et al.   NATURE

Inferring imagined speech using EEG signals: a new approach using Riemannian manifold features

(2017) Chuong H Nguyen et al.   Journal of Neural Engineering

Deep residual learning for image steganalysis

(2017) Songtao Wu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Decoding spoken phonemes from sensorimotor cortex with high-density ECoG grids

(2017) N.F. Ramsey et al.   NEUROIMAGE

Erratum: Corrigendum: Word pair classification during imagined speech using direct brain recordings

(2017) Stephanie Martin et al.   Scientific Reports

Cortical high gamma network oscillations and connectivity: a translational index for antipsychotics to normalize aberrant neurophysiological activity

(2017) A. Ahnaou et al.   Translational Psychiatry

EEG Classification of Covert Speech Using Regularized Neural Networks

(2017) Alborz Rezazadeh Sereshkeh et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Comparing the Performance of Popular MEG/EEG Artifact Correction Methods in an Evoked-Response Study

(2016) Niels Trusbak Haumann et al.   Computational Intelligence and Neuroscience

Decoding of Covert Vowel Articulation Using Electroencephalography Cortical Currents

(2016) Natsue Yoshimura et al.   Frontiers in Neuroscience

Comparing Features for Classification of MEG Responses to Motor Imagery

(2016) Hanna-Leena Halme et al.   PLoS One

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy

(2015) Etienne Combrisson et al.   JOURNAL OF NEUROSCIENCE METHODS

Sensitivity to the temporal structure of rapid sound sequences — An MEG study

(2015) Lefkothea-Vasiliki Andreou et al.   NEUROIMAGE

Brain-to-text: decoding spoken phrases from phone representations in the brain

(2015) Christian Herff et al.   Frontiers in Neuroscience

Neural decoding of single vowels during covert articulation using electrocorticography

(2014) Shigeyuki Ikeda et al.   Frontiers in Human Neuroscience

MEG studies of motor cortex gamma oscillations: evidence for a gamma “fingerprint” in the brain?

(2013) Douglas Cheyne et al.   Frontiers in Human Neuroscience

The prevalence and characteristics of patients with classic locked-in syndrome in Dutch nursing homes

(2013) R. F. Kohnen et al.   JOURNAL OF NEUROLOGY

Cortical activity during speech and non-speech oromotor tasks: A magnetoencephalography (MEG) study

(2012) Negar Memarian et al.   NEUROSCIENCE LETTERS

Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches

(2012) Doha Safieddine et al.   EURASIP Journal on Advances in Signal Processing

Using the electrocorticographic speech network to control a brain–computer interface in humans

(2011) Eric C Leuthardt et al.   Journal of Neural Engineering

Amyotrophic lateral sclerosis

(2011) Matthew C Kiernan et al.   LANCET

Brainstorm: A User-Friendly Application for MEG/EEG Analysis

(2011) François Tadel et al.   Computational Intelligence and Neuroscience

Classification of intended phoneme production from chronic intracortical microelectrode recordings in speech-motor cortex

(2011) Brumberg   Frontiers in Neuroscience

EEG classification of imagined syllable rhythm using Hilbert spectrum methods

(2010) Siyi Deng et al.   Journal of Neural Engineering

Decoding spoken words using local field potentials recorded from the cortical surface

(2010) Spencer Kellis et al.   Journal of Neural Engineering

Brain–computer interfaces for speech communication

(2010) Jonathan S. Brumberg et al.   SPEECH COMMUNICATION

A Wireless Brain-Machine Interface for Real-Time Speech Synthesis

(2009) Frank H. Guenther et al.   PLoS One

Higher-Order Properties of Analytic Wavelets

(2008) J.M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

EEG windowed statistical wavelet scoring for evaluation and discrimination of muscular artifacts

(2008) François-Benoit Vialatte et al.   PHYSIOLOGICAL MEASUREMENT

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

(2008) E. Formisano et al.   SCIENCE

Cerebellar contributions to speech production and speech perception: psycholinguistic and neurobiological perspectives

(2008) Hermann Ackermann   TRENDS IN NEUROSCIENCES