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List of works by Christian Herff

An initial investigation into the real-time conversion of facial surface EMG signals to audible speech.

scientific article

Automatic Speech Recognition from Neural Signals: A Focused Review

scientific article

Biosignal-Based Spoken Communication: A Survey

scientific article

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

scientific article

Classification of mental tasks in the prefrontal cortex using fNIRS.

scientific article published in January 2013

Combining feature extraction and classification for fNIRS BCIs by regularized least squares optimization.

scientific article published on August 2014

Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals

scientific article

Continuous affective states recognition using functional near infrared spectroscopy

scientific article

Cross-Subject Classification of Speaking Modes Using fNIRS

scientific article

Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task

scientific article published on 01 July 2019

EEG Movement Artifact Suppression in Interactive Virtual Reality

scientific article published on 01 July 2019

Editorial: Brain-Computer Interfaces and Augmented/Virtual Reality

scientific article published on 12 May 2020

Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures

scientific article published on 30 October 2018

Estimating Cognitive Workload in an Interactive Virtual Reality Environment Using EEG

scientific article published on 14 November 2019

Evaluation of Parkinson's Disease at Home: Predicting Tremor from Wearable Sensors

scientific article published on 01 July 2019

Extracting Features from Time Series

Generating Natural, Intelligible Speech From Brain Activity in Motor, Premotor, and Inferior Frontal Cortices

scientific article published on 22 November 2019

Hybrid fNIRS-EEG based classification of auditory and visual perception processes.

scientific article

Hybrid fNIRS-EEG based discrimination of 5 levels of memory load

scientific article

Investigating deep learning for fNIRS based BCI.

scientific article published in August 2015

Joint optimization for discriminative, compact and robust Brain-Computer Interfacing

scientific article

Locating user attention using eye tracking and EEG for spatio-temporal event selection

Machine learning prediction of motor response after deep brain stimulation in Parkinson's disease-proof of principle in a retrospective cohort

scientific article published on 18 November 2020

Mental workload during n-back task-quantified in the prefrontal cortex using fNIRS

scientific article published on January 2013

Mobile Health Daily Life Monitoring for Parkinson Disease: Development and Validation of Ecological Momentary Assessments

scientific article published on 15 December 2019

Monitoring Parkinson's disease symptoms during daily life: a feasibility study

scientific article published on 30 September 2019

Predicting altcoin returns using social media

scientific article published in PLoS ONE

Speaking mode recognition from functional Near Infrared Spectroscopy.

scientific article published in January 2012

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

scientific article published on 04 March 2019

Subject-to-subject transfer for CSP based BCIs: feature space transformation and decision-level fusion.

scientific article published in January 2013

The Potential of Stereotactic-EEG for Brain-Computer Interfaces: Current Progress and Future Directions

scientific article published on 27 February 2020

Toward a Wireless Open Source Instrument: Functional Near-infrared Spectroscopy in Mobile Neuroergonomics and BCI Applications

scientific article

Towards Restoration of Articulatory Movements: Functional Electrical Stimulation of Orofacial Muscles

scientific article published on 01 July 2019

Towards direct speech synthesis from ECoG: A pilot study.

scientific article published in August 2016

Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation

scientific article published on 10 December 2019

Workshops of the Sixth International Brain-Computer Interface Meeting: brain-computer interfaces past, present, and future.

scientific article

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