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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, ISSN 1557-170X, 07/2018, Volume 2018, pp. 2635 - 2638
Behavior is encoded across spatiotemoral scales of brain activity, from small-scale spikes to large-scale local field potentials (LFP). Identifying the... 
Journal Article
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, ISSN 1557-170X, 07/2018, Volume 2018, pp. 2012 - 2015
The point-process filter (PPF) is a real-time recursive algorithm that computes the minimum mean-squared error estimate of a behavioral state, given neural... 
Index Medicus
Journal Article
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 07/2017, Volume 2017, pp. 201 - 204
Technological advances have enabled the simultaneous recording of multiscale neural activity consisting of spikes, local field potential (LFP), and... 
Biological system modeling | Kinematics | Brain modeling | Encoding | State-space methods | Decoding | Mathematical model | Index Medicus
Conference Proceeding
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, ISSN 1557-170X, 07/2018, Volume 2018, pp. 2631 - 2634
Simultaneous recordings of spikes and fields could enable analyses of functional connectivity in the brain at multiple spatiotemporal scales. However, these... 
Journal Article
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 12/2016
Motor brain-machine interfaces (BMI) allow subjects to control external devices by modulating their neural activity. BMIs record the neural activity, use a... 
Journal Article
Journal of neural engineering, ISSN 1741-2560, 05/2019, Volume 16, Issue 5, pp. 056022 - 056022
Behavior is encoded across multiple scales of brain activity, from binary neuronal spikes to continuous fields including local field potentials (LFP).... 
Index Medicus
Journal Article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, ISSN 1534-4320, 05/2019, Volume 27, Issue 5, pp. 857 - 866
Journal Article
Journal of neural engineering, 08/2019
Information encoding in neurons can be described through their response fields. The spatial response field (SRF) of a neuron is the region of space in which a... 
Journal Article
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1094-687X, 08/2015, Volume 2015-, pp. 2087 - 2090
Modeling and identification of brain network dynamics is of great importance both for understanding brain function and for closed-loop control of brain states.... 
Electrical stimulation | Estimation error | Brain models | Frequency modulation | MIMO | Artifacts | Time Factors | Humans | Signal Processing, Computer-Assisted | Brain - physiology | Electric Stimulation - methods | Nerve Net - physiology | Index Medicus | Design engineering | Networks | Brain | LSSM | Noise | Dynamics | Stimulation | Mathematical models
Conference Proceeding
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 07/2017, Volume 2017, pp. 1660 - 1663
Modeling brain network dynamics is essential in understanding neural mechanisms and developing neurotechnologies such as closed-loop stimulation therapies for... 
Training | Adaptation models | Heuristic algorithms | Biological system modeling | Predictive models | Covariance matrices | Testing | Brain | Algorithms | Electric Stimulation | Humans | Electrocorticography | Index Medicus
Conference Proceeding
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1094-687X, 08/2015, Volume 2015-, pp. 1099 - 1102
Brain-machine interfaces (BMIs) for closed-loop control of anesthesia have the potential to automatically monitor and control brain states under anesthesia.... 
Drugs | Adaptation models | Brain models | Anesthesia | Adaptive systems | Electroencephalography | Index Medicus | Architecture | Dynamics | Control systems | Mathematical models | Anesthetics | Adaptive control systems
Conference Proceeding
IEEE Transactions on Neural Systems and Rehabilitation Engineering, ISSN 1534-4320, 06/2019, Volume 27, Issue 6, pp. 1128 - 1138
Journal Article
Journal of neural engineering, ISSN 1741-2560, 12/2018, Volume 15, Issue 6, pp. 066007 - 066007
Objective. Closed-loop electrical brain stimulation systems may enable a precisely-tailored treatment for neurological and neuropsychiatric disorders by... 
brain stimulation | neurological and neuropsychiatric disorders | closed-loop control | system identification | TREATMENT-RESISTANT DEPRESSION | ANTIDEPRESSANT | NETWORK | ENGINEERING, BIOMEDICAL | DISORDERS | HIGH-FREQUENCY STIMULATION | NEUROSCIENCES | DEEP | TREATMENT RESPONSE | MACHINE INTERFACES | WORLD | PARKINSONS-DISEASE
Journal Article
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1094-687X, 08/2015, Volume 2015-, pp. 1667 - 1670
Closed-loop decoder adaptation (CLDA) can improve brain-machine interface (BMI) performance. CLDA methods use batches of data to refit the decoder parameters... 
Algorithm design and analysis | Training | Heuristic algorithms | Steady-state | Decoding | Calibration | Convergence | Brain-Computer Interfaces | Algorithms | Humans | Signal Processing, Computer-Assisted | Models, Statistical | Machine Learning | Index Medicus | Learning | Permissible error | Mathematical analysis | Mathematical models | Optimization | Decoders
Conference Proceeding
Nature Communications, ISSN 2041-1723, 01/2017, Volume 8, Issue 1, pp. 13825 - 13825
Brain-machine interfaces (BMI) create novel sensorimotor pathways for action. Much as the sensorimotor apparatus shapes natural motor control, the BMI pathway... 
ENSEMBLE | MOTOR CONTROL | BRAIN-MACHINE INTERFACES | FORCE PRODUCTION | MANUAL TRACKING | TASK | CORTEX | MULTIDISCIPLINARY SCIENCES | ADAPTATION | INTERNAL-MODELS | CORTICAL CONTROL | Brain-Computer Interfaces | Algorithms | Animals | Feedback | Humans | Male | Macaca mulatta | Task Performance and Analysis | Index Medicus
Journal Article
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