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Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs.
Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs.
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window index, international work, bin count data, actual hand trajectory, sequential estimation framework, tuning depth, spike sorting, trous wavelet transform, variable selection algorithm, velocity reconstruction, kinematic vectors, motor cortical activity, gamma filter, neural recordings, neural data, neuronal data, neural spike train, neuronal representations, spike detection, nonlinear mixture, neural probes, neuroprosthetic devices, neuronal subsets, spike trains, neural channels Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Journal of Neurophysiology, Monte Carlo, Biomedical Engineering, Journal of Neuroscience Methods, Neural Computation, Neural Networks, Pico Remote, Boca Raton, Oxford University Press, Current Opinion, Brain Research, Neural Systems, Clinical Neurophysiology, University of Florida, University of Edinburgh, Nature Neuroscience, Pico Receiver, Principles of Neural Science, Cambridge University Press, Biological Cybernetics, International Conference of Engineering, Biophysical Journal, Academic Press, Upper Saddle River Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
window index, international work, bin count data, actual hand trajectory, sequential estimation framework, tuning depth, spike sorting, trous wavelet transform, variable selection algorithm, velocity reconstruction, kinematic vectors, motor cortical activity, gamma filter, neural recordings, neural data, neuronal data, neural spike train, neuronal representations, spike detection, nonlinear mixture, neural probes, neuroprosthetic devices, neuronal subsets, spike trains, neural channels Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Journal of Neurophysiology, Monte Carlo, Biomedical Engineering, Journal of Neuroscience Methods, Neural Computation, Neural Networks, Pico Remote, Boca Raton, Oxford University Press, Current Opinion, Brain Research, Neural Systems, Clinical Neurophysiology, University of Florida, University of Edinburgh, Nature Neuroscience, Pico Receiver, Principles of Neural Science, Cambridge University Press, Biological Cybernetics, International Conference of Engineering, Biophysical Journal, Academic Press, Upper Saddle River Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
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