Search Results - "Vaidya, Mukta"

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  1. 1

    Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE)-A Novel ICA-Based Algorithm for Removing Myoelectric Artifacts From EEG by Li, Yongcheng, Wang, Po T, Vaidya, Mukta P, Flint, Robert D, Liu, Charles Y, Slutzky, Marc W, Do, An H

    Published in Frontiers in neuroscience (15-01-2021)
    “…Electroencephalographic (EEG) recordings are often contaminated by electromyographic (EMG) artifacts, especially when recording during movement. Existing…”
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    Journal Article
  2. 2

    Neural coordination during reach-to-grasp by Vaidya, Mukta, Kording, Konrad, Saleh, Maryam, Takahashi, Kazutaka, Hatsopoulos, Nicholas G

    Published in Journal of neurophysiology (01-09-2015)
    “…When reaching to grasp, we coordinate how we preshape the hand with how we move it. To ask how motor cortical neurons participate in this coordination, we…”
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    Journal Article
  3. 3

    Refinement of High-Gamma EEG Features From TBI Patients With Hemicraniectomy Using an ICA Informed by Simulated Myoelectric Artifacts by Li, Yongcheng, Wang, Po T, Vaidya, Mukta P, Flint, Robert D, Liu, Charles Y, Slutzky, Marc W, Do, An H

    Published in Frontiers in neuroscience (24-11-2020)
    “…Recent studies have shown the ability to record high-γ signals (80-160 Hz) in electroencephalogram (EEG) from traumatic brain injury (TBI) patients who have…”
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    Journal Article
  4. 4

    Changes in cortical network connectivity with long-term brain-machine interface exposure after chronic amputation by Balasubramanian, Karthikeyan, Vaidya, Mukta, Southerland, Joshua, Badreldin, Islam, Eleryan, Ahmed, Takahashi, Kazutaka, Qian, Kai, Slutzky, Marc W., Fagg, Andrew H., Oweiss, Karim, Hatsopoulos, Nicholas G.

    Published in Nature communications (27-11-2017)
    “…Studies on neural plasticity associated with brain–machine interface (BMI) exposure have primarily documented changes in single neuron activity, and largely in…”
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    Journal Article
  5. 5

    A novel algorithm for removing artifacts from EEG data by Yongcheng Li, Wang, Po T., Vaidya, Mukta P., Charles Liu, Y., Slutzky, Marc W., Do, An H.

    “…In recent years, many studies examined if EEG signals from traumatic brain injury (TBI) patients can be used for new rehabilitation technologies, such as BCI…”
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    Conference Proceeding Journal Article
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    Emergent coordination underlying learning to reach to grasp with a brain-machine interface by Vaidya, Mukta, Balasubramanian, Karthikeyan, Southerland, Joshua, Badreldin, Islam, Eleryan, Ahmed, Shattuck, Kelsey, Gururangan, Suchin, Slutzky, Marc, Osborne, Leslie, Fagg, Andrew, Oweiss, Karim, Hatsopoulos, Nicholas G

    Published in Journal of neurophysiology (01-04-2018)
    “…The development of coordinated reach-to-grasp movement has been well studied in infants and children. However, the role of motor cortex during this development…”
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    Journal Article
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    Population dynamics in primary motor cortex during coordinated reach to grasp by Vaidya, Mukta Pravin

    Published 2016
    “…When reaching to grasp, we coordinate how we preshape the hand with how we move it. The temporal and spatial coordination of transport and grasp components…”
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    Dissertation
  13. 13

    Tracking single units in chronic, large scale, neural recordings for brain machine interface applications by Eleryan, Ahmed, Vaidya, Mukta, Southerland, Joshua, Badreldin, Islam S, Balasubramanian, Karthikeyan, Fagg, Andrew H, Hatsopoulos, Nicholas, Oweiss, Karim

    Published in Frontiers in neuroengineering (2014)
    “…In the study of population coding in neurobiological systems, tracking unit identity may be critical to assess possible changes in the coding properties of…”
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    Journal Article
  14. 14

    Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1 by Li, Yongcheng, Wang, Po T, Vaidya, Mukta P, Liu, Charles Y, Slutzky, Marc W, Do, An H

    Published 06-07-2020
    “…Electroencephalographic (EEG) recordings are often contaminated by electromyographic (EMG) artifacts, especially when recording during movement. Existing…”
    Get full text
    Journal Article
  15. 15

    Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2 by Li, Yongcheng, Wang, Po T, Vaidya, Mukta P, Liu, Charles Y, Slutzky, Marc W, Do, An H

    Published 06-07-2020
    “…Extraction of the movement-related high-gamma (80 - 160 Hz) in electroencephalogram (EEG) from traumatic brain injury (TBI) patients who have had…”
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    Journal Article
  16. 16

    Ultra-long term stability of single units using chronically implanted multielectrode arrays by Vaidya, Mukta, Dickey, Adam, Best, Matthew D., Coles, Josh, Balasubramanian, Karthikeyan, Suminski, Aaron J., Hatsopoulos, Nicholas G.

    “…Recordings from chronically implanted multielectrode arrays have become prevalent in both neuroscience and neural engineering experiments. To date, however,…”
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    Conference Proceeding Journal Article
  17. 17

    Operant conditioning of a multiple degree-of-freedom brain-machine interface in a primate model of amputation by Balasubramanian, Karthikeyan, Southerland, Joshua, Vaidya, Mukta, Kai Qian, Eleryan, Ahmed, Fagg, Andrew H., Sluzky, Marc, Oweiss, Karim, Hatsopoulos, Nicholas

    “…Operant conditioning with biofeedback has been shown to be an effective method to modify neural activity to generate goal-directed actions in a brain-machine…”
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    Conference Proceeding Journal Article
  18. 18

    Unsupervised decoder initialization for brain-machine interfaces using neural state space dynamics by Badreldin, Islam, Southerland, Joshua, Vaidya, Mukta, Eleryan, Ahmed, Balasubramanian, Karthikeyan, Fagg, Andrew, Hatsopoulos, Nicholas, Oweiss, Karim

    “…One of the key elements in the design of neuro-motor Brain-Machine Interfaces (BMIs) is the neural decoder design. In a biomimetic approach, the decoder is…”
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    Conference Proceeding
  19. 19

    Tracking chronically recorded single-units in cortically controlled brain machine interfaces by Eleryan, Ahmed, Vaidya, Mukta, Southerland, Joshua, Badreldin, Islam, Balasubramanian, Karthikeyan, Fagg, Andrew, Hatsopoulos, Nicholas, Oweiss, Karim

    “…Multiple single-units recorded from chronically-implanted microelectrode arrays frequently exhibit variability in their spike waveform features and firing…”
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    Conference Proceeding