C. Herff

Most-cited papers

Mental workload during n-back task—quantified in the prefrontal cortex using fNIRS
C. Herff, D. Heger, Ole Fortmann, Johannes Hennrich +2 more
2014Frontiers in Human Neuroscience374 citations Open access
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Brain-to-text: decoding spoken phrases from phone representations in the brain
C. Herff, D. Heger, Adriana de Pesters, Dominic Telaar +3 more
2015Frontiers in Neuroscience347 citations Open access
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Speech Synthesis from ECoG using Densely Connected 3D Convolutional Neural Networks
Miguel Angrick, C. Herff, Emily M. Mugler, Matthew C. Tate +3 more
2018bioRxiv257 citations Open access
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Biosignal-Based Spoken Communication: A Survey
Tanja Schultz, Michael Wand, Thomas Hueber, D. Krusienski +2 more
2017IEEE/ACM Transactions on Audio Speech and Language Processing206 citations Open access
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Real-time synthesis of imagined speech processes from minimally invasive recordings of neural activity
Miguel Angrick, Maarten C. Ottenhoff, Lorenz Diener, Darius Ivucic +9 more
2020Communications Biology140 citations Open access
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Hybrid fNIRS-EEG based classification of auditory and visual perception processes
Felix Putze, Sebastian Hesslinger, Chun-Yu Tse, Yun-Ying Huang +3 more
2014Frontiers in Neuroscience134 citations Open access
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Automatic Speech Recognition from Neural Signals: A Focused Review
C. Herff, Tanja Schultz
2016Frontiers in Neuroscience131 citations Open access
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Generating Natural, Intelligible Speech From Brain Activity in Motor, Premotor, and Inferior Frontal Cortices
C. Herff, Lorenz Diener, Miguel Angrick, Emily M. Mugler +5 more
2019Frontiers in Neuroscience129 citations Open access
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Estimating Cognitive Workload in an Interactive Virtual Reality Environment Using EEG
Christoph Tremmel, C. Herff, Tetsuya Sato, Krzysztof J. Rechowicz +2 more
2019Frontiers in Human Neuroscience127 citations Open access
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The Potential of Stereotactic-EEG for Brain-Computer Interfaces: Current Progress and Future Directions
C. Herff, D. Krusienski, P. Kubben
2020Frontiers in Neuroscience107 citations Open access
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Speech-Based Detection of Alzheimer's Disease in Conversational German
Jochen Weiner, C. Herff, Tanja Schultz
2016Interspeech84 citations
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Monitoring Parkinson’s disease symptoms during daily life: a feasibility study
M. Heijmans, Jeroen G. V. Habets, C. Herff, Jos Aarts +3 more
2019npj Parkinson's Disease76 citations Open access
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Classification of mental tasks in the prefrontal cortex using fNIRS
C. Herff, D. Heger, Felix Putze, Johannes Hennrich +2 more
2013Annual International Conference of the IEEE Engineering in Medicine and Biology Society69 citations
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Investigating deep learning for fNIRS based BCI
Johannes Hennrich, C. Herff, D. Heger, Tanja Schultz
2015Annual International Conference of the IEEE Engineering in Medicine and Biology Society68 citations
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Toward a Wireless Open Source Instrument: Functional Near-infrared Spectroscopy in Mobile Neuroergonomics and BCI Applications
A. von Lühmann, C. Herff, D. Heger, Tanja Schultz
2015Frontiers in Human Neuroscience65 citations Open access
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Dataset of Speech Production in intracranial Electroencephalography
Maxime Verwoert, Maarten C. Ottenhoff, Sophocles Goulis, A. Colon +5 more
2022Scientific Data54 citations Open access
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The Nested Hierarchy of Overt, Mouthed, and Imagined Speech Activity Evident in Intracranial Recordings
P. Z. Soroush, C. Herff, S. Riès, J. Shih +2 more
2022bioRxiv52 citations Open access
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Editorial: Brain-Computer Interfaces and Augmented/Virtual Reality
Felix Putze, A. Vourvopoulos, A. Lécuyer, D. Krusienski +3 more
2020Frontiers in Human Neuroscience47 citations Open access
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Towards direct speech synthesis from ECoG: A pilot study
C. Herff, Garett D. Johnson, Lorenz Diener, J. Shih +2 more
2016Annual International Conference of the IEEE Engineering in Medicine and Biology Society47 citations
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Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework
J. Kohler, Maarten C. Ottenhoff, Sophocles Goulis, Miguel Angrick +5 more
2021Neurons, Behavior, Data analysis, and Theory43 citations Open access
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Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals
D. Heger, Reinhard Mutter, C. Herff, Felix Putze +1 more
20132013 Humaine Association Conference on Affective Computing and Intelligent Interaction38 citations
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Locating user attention using eye tracking and EEG for spatio-temporal event selection
Felix Putze, Jutta Hild, Rainer Kärgel, C. Herff +3 more
2013International Conference on Intelligent User Interfaces37 citations
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Predicting altcoin returns using social media
Lars Steinert, C. Herff
2018PLoS ONE36 citations Open access
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Machine learning prediction of motor response after deep brain stimulation in Parkinson’s disease—proof of principle in a retrospective cohort
Jeroen G. V. Habets, M. Janssen, A. Duits, Laura C. J. Sijben +6 more
2020PeerJ35 citations Open access
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Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings
Miguel Angrick, C. Herff, Garett D. Johnson, J. Shih +2 more
2019Neurocomputing35 citations Open access
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Rapid Dynamic Naturalistic Monitoring of Bradykinesia in Parkinson’s Disease Using a Wrist-Worn Accelerometer
Jeroen G. V. Habets, C. Herff, P. Kubben, M. Kuijf +6 more
2021bioRxiv34 citations Open access
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Prefrontal High Gamma in ECoG Tags Periodicity of Musical Rhythms in Perception and Imagination
Steffen A. Herff, C. Herff, Andrew J. Milne, Garett D. Johnson +2 more
2019bioRxiv32 citations Open access
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BioKIT - real-time decoder for biosignal processing
Dominic Telaar, Michael Wand, Dirk Gehrig, Felix Putze +8 more
2014Interspeech31 citations
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Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort
Maarten C. Ottenhoff, L. A. Ramos, Wouter Potters, M. Janssen +32 more
2021BMJ Open26 citations Open access
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Extracting Features from Time Series
C. Herff, D. Krusienski
2018Fundamentals of Clinical Data Science26 citations Open access
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Evaluation of Parkinson’s Disease at Home: Predicting Tremor from Wearable Sensors
M. Heijmans, Jeroen G. V. Habets, M. Kuijf, P. Kubben +1 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society24 citations Open access
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Decoding Mental Workload in Virtual Environments: A fNIRS Study using an Immersive n-back Task
Felix Putze, C. Herff, Christoph Tremmel, Tanja Schultz +1 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society24 citations Open access
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Hybrid fNIRS-EEG based discrimination of 5 levels of memory load
C. Herff, Ole Fortmann, Chun-Yu Tse, Xiaoqin Cheng +3 more
2015International IEEE/EMBS Conference on Neural Engineering24 citations
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Mobile Health Daily Life Monitoring for Parkinson Disease: Development and Validation of Ecological Momentary Assessments
Jeroen G. V. Habets, M. Heijmans, C. Herff, C. Simons +4 more
2019JMIR mHealth and uHealth23 citations Open access
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An initial investigation into the real-time conversion of facial surface EMG signals to audible speech
Lorenz Diener, C. Herff, M. Janke, Tanja Schultz
2016Annual International Conference of the IEEE Engineering in Medicine and Biology Society19 citations
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Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach
Miguel Angrick, Maarten C. Ottenhoff, Lorenz Diener, Darius Ivucic +8 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing18 citations Open access
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Designing daily-life research combining experience sampling method with parallel data.
J. De Calheiros Velozo, Jeroen G. V. Habets, S. George, Koen Niemeijer +8 more
2022Psychological Medicine18 citations Open access
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Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach
Miguel Angrick, Maarten C. Ottenhoff, Sophocles Goulis, A. Colon +5 more
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society18 citations Open access
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EEG Movement Artifact Suppression in Interactive Virtual Reality
Christoph Tremmel, C. Herff, D. Krusienski
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society18 citations Open access
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Whole-brain dynamics of articulatory, acoustic and semantic speech representations
Maxime Verwoert, J. Amigó-Vega, Ying-Ming Gao, Maarten C. Ottenhoff +2 more
2024bioRxiv17 citations Open access
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Continuous affective states recognition using functional near infrared spectroscopy
D. Heger, C. Herff, Felix Putze, Reinhard Mutter +1 more
201417 citations
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Cross-Subject Classification of Speaking Modes Using fNIRS
C. Herff, D. Heger, Felix Putze, Cuntai Guan +1 more
2012International Conference on Neural Information Processing17 citations
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A brain–computer interface working definition
M. Slutzky, M. Vansteensel, C. Herff, R. Gaunt
2025Nature Biomedical Engineering12 citations
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Global motor dynamics - Invariant neural representations of motor behavior in distributed brain-wide recordings
Maarten C. Ottenhoff, Maxime Verwoert, Sophocles Goulis, L. Wagner +3 more
2023bioRxiv10 citations Open access
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Workshops of the Eighth International Brain-Computer Interface Meeting: BCIs: The Next Frontier
J. E. Huggins, D. Krusienski, M. Vansteensel, D. Valeriani +20 more
2022Brain-Computer Interfaces10 citations Open access
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EEG-based Speech Activity Detection
M. Koctúrová, Jozef Juhár, Ned T. Sahin, M. Wang +26 more
2021Acta Polytechnica Hungarica10 citations Open access
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Multicenter Validation of Individual Preoperative Motor Outcome Prediction for Deep Brain Stimulation in Parkinson’s Disease
Jeroen G. V. Habets, C. Herff, A. Fasano, M. Beudel +16 more
2021Stereotactic and Functional Neurosurgery10 citations Open access
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Towards Continuous Speech Recognition for BCI
C. Herff, A. D. Pesters, D. Heger, P. Brunner +2 more
2017Brain-Computer Interface Research10 citations
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Continuous speech recognition from ECoG
D. Heger, C. Herff, A. D. Pesters, Dominic Telaar +3 more
2015Interspeech10 citations
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Identification of perceived sentences using deep neural networks in EEG
Carlos Valle, C. Méndez-Orellana, C. Herff, María Rodriguez-Fernandez
2024Journal of Neural Engineering9 citations
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