Real-time synthesis of imagined speech processes from minimally invasive recordings of neural activity
Angrick, Miguel, Ottenhoff, Maarten C., Diener, Lorenz, Ivucic, Darius, Ivucic, Gabriel, Goulis, Sophocles, Saal, Jeremy, Colon, Albert J., Wagner, Louis, Krusienski, Dean J., Kubben, Pieter L., Schultz, Tanja, Herff, Christian
Published in Communications biology (23.09.2021)
Published in Communications biology (23.09.2021)
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Journal Article
Decoding executed and imagined grasping movements from distributed non-motor brain areas using a Riemannian decoder
Ottenhoff, Maarten C, Verwoert, Maxime, Goulis, Sophocles, Colon, Albert J, Wagner, Louis, Tousseyn, Simon, van Dijk, Johannes P, Kubben, Pieter L, Herff, Christian
Published in Frontiers in neuroscience (23.11.2023)
Published in Frontiers in neuroscience (23.11.2023)
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Journal Article
Dataset of Speech Production in intracranial.Electroencephalography
Verwoert, Maxime, Ottenhoff, Maarten C, Goulis, Sophocles, Colon, Albert J, Wagner, Louis, Tousseyn, Simon, van Dijk, Johannes P, Kubben, Pieter L, Herff, Christian
Published in Scientific data (22.07.2022)
Published in Scientific data (22.07.2022)
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Journal Article
Global motor dynamics - Invariant neural representations of motor behavior in distributed brain-wide recordings
Ottenhoff, Maarten C, Verwoert, Maxime, Goulis, Sophocles, Wagner, Louis, van Dijk, Johannes P, Kubben, Pieter L, Herff, Christian
Published in Journal of neural engineering (01.10.2024)
Published in Journal of neural engineering (01.10.2024)
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Journal Article
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework
Kohler, Jonas, Ottenhoff, Maarten C., Goulis, Sophocles, Angrick, Miguel, Colon, Albert J., Wagner, Louis, Tousseyn, Simon, Kubben, Pieter L., Herff, Christian
Published in Neurons, behavior, data analysis, and theory (09.12.2022)
Published in Neurons, behavior, data analysis, and theory (09.12.2022)
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Journal Article
Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach
Angrick, Miguel, Ottenhoff, Maarten, Diener, Lorenz, Ivucic, Darius, Ivucic, Gabriel, Goulis, Sophocles, Colon, Albert J., Wagner, Louis, Krusienski, Dean J., Kubben, Pieter L., Schultz, Tanja, Herff, Christian
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Dataset of Speech Production in intracranial Electroencephalography
Verwoert, Maxime, Ottenhoff, Maarten C., Goulis, Sophocles, Colon, Albert J., Wagner, Louis, Tousseyn, Simon, van Dijk, Johannes P., Kubben, Pieter L., Herff, Christian
Published in Scientific data (22.07.2022)
Published in Scientific data (22.07.2022)
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Journal Article
Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes
Ottenhoff, Maarten C., Goulis, Sophocles, Wagner, Louis, Tousseyn, Simon, Colon, Albert, Kubben, Pieter, Herff, Christian
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework
Kohler, Jonas, Ottenhoff, Maarten C, Goulis, Sophocles, Angrick, Miguel, Colon, Albert J, Wagner, Louis, Tousseyn, Simon, Kubben, Pieter L, Herff, Christian
Published in arXiv.org (31.10.2022)
Published in arXiv.org (31.10.2022)
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Paper
Journal Article
Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach
Angrick, Miguel, Ottenhoff, Maarten, Goulis, Sophocles, Colon, Albert J., Wagner, Louis, Krusienski, Dean J., Kubben, Pieter L., Schultz, Tanja, Herff, Christian
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article