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Brain control of bimanual movement enabled by recurrent neural networks
- Darrel R. Deo
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- & Krishna V. Shenoy
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Distinct neural representations during a brain–machine interface and manual reaching task in motor cortex, prefrontal cortex, and striatum
- Ellen L. Zippi
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Effects of visual-electrotactile stimulation feedback on brain functional connectivity during motor imagery practice
- Chatrin Phunruangsakao
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Using principles of motor control to analyze performance of human machine interfaces
- Shriniwas Patwardhan
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Phase-adaptive brain stimulation of striatal D1 medium spiny neurons in dopamine-depleted mice
- Youngcho Kim
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Article
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Brain computer interface to distinguish between self and other related errors in human agent collaboration
- Viktorija Dimova-Edeleva
- , Stefan K. Ehrlich
- & Gordon Cheng
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Article
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Optimized APPS-tDCS electrode position, size, and distance doubles the on-target stimulation magnitude in 3000 electric field models
- Kevin A. Caulfield
- & Mark S. George
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Article
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Motor imagery training of goal-directed reaching in relation to imagery of reaching and grasping in healthy people
- Joanna Mencel
- , Jarosław Marusiak
- & Katarzyna Kisiel-Sajewicz
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Article
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Selective modulation of cortical population dynamics during neuroprosthetic skill learning
- Ellen L. Zippi
- , Albert K. You
- & Jose M. Carmena
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Identifying potential training factors in a vibrotactile P300-BCI
- M. Eidel
- & A. Kübler
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Characteristics and stability of sensorimotor activity driven by isolated-muscle group activation in a human with tetraplegia
- Robert W. Nickl
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- & Pablo A. Celnik
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Decoding personalized motor cortical excitability states from human electroencephalography
- Sara J. Hussain
- & Romain Quentin
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Novel fNIRS study on homogeneous symmetric feature-based transfer learning for brain–computer interface
- Khurram Khalil
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A neurophysiologically interpretable deep neural network predicts complex movement components from brain activity
- Neelesh Kumar
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Capturing spike train temporal pattern with wavelet average coefficient for brain machine interface
- Shixian Wen
- , Allen Yin
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Inferring entire spiking activity from local field potentials
- Nur Ahmadi
- , Timothy G. Constandinou
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Human brain dynamics in active spatial navigation
- Tien-Thong Nguyen Do
- , Chin-Teng Lin
- & Klaus Gramann
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Frontolimbic alpha activity tracks intentional rest BCI control improvement through mindfulness meditation
- Haiteng Jiang
- , James Stieger
- & Bin He
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Editorial
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Neuroprosthetics in systems neuroscience and medicine
The impaired brain is often difficult to restore, owing to our limited knowledge of the complex nervous system. Accumulating knowledge in systems neuroscience, combined with the development of innovative technologies, may enable brain restoration in patients with nervous system disorders that are currently untreatable. The Neuroprosthetics in Systems Neuroscience and Medicine Collection provides a platform for interdisciplinary research in neuroprosthetics.
- Kenji Kansaku
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Quantifying the alignment error and the effect of incomplete somatosensory feedback on motor performance in a virtual brain–computer-interface setup
- Robin Lienkämper
- , Susanne Dyck
- & Christian Klaes
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Article
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Brain-inspired spiking neural networks for decoding and understanding muscle activity and kinematics from electroencephalography signals during hand movements
- Kaushalya Kumarasinghe
- , Nikola Kasabov
- & Denise Taylor
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Article
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Auditory cues reveal intended movement information in middle frontal gyrus neuronal ensemble activity of a person with tetraplegia
- Tommy Hosman
- , Jacqueline B. Hynes
- & Leigh R. Hochberg
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Article
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Stimulus modality influences session-to-session transfer of training effects in auditory and tactile streaming-based P300 brain–computer interfaces
- P. Ziebell
- , J. Stümpfig
- & S. Halder
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Article
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An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding
- Sho Nakagome
- , Trieu Phat Luu
- & Jose L. Contreras-Vidal
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Article
| Open Access
The effects of handedness on sensorimotor rhythm desynchronization and motor-imagery BCI control
- Dariusz Zapała
- , Emilia Zabielska-Mendyk
- & Piotr Francuz
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Article
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Uncovering EEG Correlates of Covert Attention in Soccer Goalkeepers: Towards Innovative Sport Training Procedures
- Camille Jeunet
- , Luca Tonin
- & Richard Kulpa
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Article
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Neural Representation of Observed, Imagined, and Attempted Grasping Force in Motor Cortex of Individuals with Chronic Tetraplegia
- Anisha Rastogi
- , Carlos E. Vargas-Irwin
- & A. Bolu Ajiboye
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Article
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Brain mechanisms in motor control during reaching movements: Transition of functional connectivity according to movement states
- Hong Gi Yeom
- , June Sic Kim
- & Chun Kee Chung
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Article
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Detection of Impending Aggressive Outbursts in Patients with Psychiatric Disorders: Violence Clues from Dogs
- Uriel Bakeman
- , Hodaya Eilam
- & Sharon Anavi-Goffer
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Article
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Classification of Articulator Movements and Movement Direction from Sensorimotor Cortex Activity
- E. Salari
- , Z. V. Freudenburg
- & N. F. Ramsey
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Article
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Visual and kinesthetic modes affect motor imagery classification in untrained subjects
- Parth Chholak
- , Guiomar Niso
- & Alexander N. Pisarchik
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Article
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Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model
- Francis R. Willett
- , Daniel R. Young
- & A. Bolu Ajiboye
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Article
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Asynchronous non-invasive high-speed BCI speller with robust non-control state detection
- Sebastian Nagel
- & Martin Spüler
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Article
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Optimal integration of intraneural somatosensory feedback with visual information: a single-case study
- G. Risso
- , G. Valle
- & G. Baud-Bovy
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Article
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Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury
- Patrick Ofner
- , Andreas Schwarz
- & Gernot R. Müller-Putz
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Article
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Machine learning for MEG during speech tasks
- Demetres Kostas
- , Elizabeth W. Pang
- & Frank Rudzicz
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Article
| Open Access
Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks
- Reinmar J. Kobler
- , Andreea I. Sburlea
- & Gernot R. Müller-Putz
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Article
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Exploring representations of human grasping in neural, muscle and kinematic signals
- Andreea I. Sburlea
- & Gernot R. Müller-Putz
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Article
| Open Access
Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements
- Sergey D. Stavisky
- , Jonathan C. Kao
- & Krishna V. Shenoy
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Article
| Open Access
EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets
- Joana Pereira
- , Andreea Ioana Sburlea
- & Gernot R. Müller-Putz
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Article
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Feasibility and safety of shared EEG/EOG and vision-guided autonomous whole-arm exoskeleton control to perform activities of daily living
- Simona Crea
- , Marius Nann
- & Surjo R. Soekadar
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Article
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PrismPlus: a mouse line expressing distinct fluorophores in four different brain cell types
- Janak Gaire
- , Heui Chang Lee
- & Kevin J. Otto
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Article
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An Implantable Peripheral Nerve Recording and Stimulation System for Experiments on Freely Moving Animal Subjects
- Byunghun Lee
- , Mukhesh K. Koripalli
- & Maysam Ghovanloo
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Article
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Highly Interactive Brain–Computer Interface Based on Flicker-Free Steady-State Motion Visual Evoked Potential
- Chengcheng Han
- , Guanghua Xu
- & Sicong Zhang
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Article
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Interbrain cortical synchronization encodes multiple aspects of social interactions in monkey pairs
- Po-He Tseng
- , Sankaranarayani Rajangam
- & Miguel A. L. Nicolelis
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Article
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The myokinetic control interface: tracking implanted magnets as a means for prosthetic control
- S. Tarantino
- , F. Clemente
- & C. Cipriani
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Article
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Motor cortical activity changes during neuroprosthetic-controlled object interaction
- John E. Downey
- , Lucas Brane
- & Jennifer L. Collinger
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Article
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Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking
- Trieu Phat Luu
- , Sho Nakagome
- & Jose L. Contreras-Vidal
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Article
| Open Access
Neuroprosthetic-enabled control of graded arm muscle contraction in a paralyzed human
- David A. Friedenberg
- , Michael A. Schwemmer
- & Gaurav Sharma
Towards unlocking motor control in spinal cord injured by applying an online EEG-based framework to decode motor intention, trajectory and error processing