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Closed Loop Neuroscience
As the first volume to cover all the major technical aspects of closed loop neurophysiology, this book presents areas of implementation from cellular and network neurophysiology, through sensory and motor systems, and then in clinical therapeutic devices
Ahmed El Hady (Author)
9780128024522
Hardback, published 3 October 2016
304 pages
27.6 x 21.5 x 2.3 cm, 1.06 kg
Closed Loop Neuroscience addresses the technical aspects of closed loop neurophysiology, presenting the implementation of these approaches spanning several domains of neuroscience, from cellular and network neurophysiology, through sensory and motor systems, and then clinical therapeutic devices. Although closed-loop approaches have long been a part of the neuroscientific toolbox, these techniques are only now gaining popularity in research and clinical applications. As there is not yet a comprehensive methods book addressing the topic as a whole, this volume fills that gap, presenting state-of-the-art approaches and the technical advancements that enable their application to different scientific problems in neuroscience.
Theoretical Axis 1. Adaptive Bayesian methods for closed-loop neurophysiology2. Information geometric analysis of neurophysiological data3. Control theory for closed loop neurophysiology4. Testing the theory of practopoiesis using closed loops5. Local field potential analysis for closed loop neuromodulation 6. Online event detection requirements in closed-loop neuroscience 7. Closing Dewey's Circuit8. Stochastic optimal control of spike times in single neurons9. Hybrid systems neuroscience 10. Computational Complexity and the Function-Structure-Environment Loop of the Brain11. Subjective Physics12. Contextual emergence in neuroscience Experimental Axis 13. Closed loop methodologies for cellular electrophysiology14. Bidirectional Brain-Machine Interfaces15. Real time movement prediction for closed loop neurotechnology16. Adaptive brain stimulation for Parkinson’s disease17. Closed loop neuroprosthetics18. Closed Loop Limbic Neurostimulation 19. Conscious brain-to-brain communication Philosophical Axis 20. Philosophical aspects of closed loop neuroscience 21. Closed Loops in Neuroscience and Computation: What It Means and Why It Matters
