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This paper emphasizes several characteristics of the neural control of locomotion that provide opportunities for developing strategies to maximize the recovery of postural and locomotor functions after a spinal cord injury (SCI). The major points of this paper are: (i) the circuitry that controls standing and stepping is extremely malleable and reflects a continuously varying combination of neurons that are activated when executing stereotypical movements; (ii) the connectivity between neurons is more accurately perceived as a functional rather than as an anatomical phenomenon; (iii) the functional connectivity that controls standing and stepping reflects the physiological state of a given assembly of synapses, where the probability of these synaptic events is not deterministic; (iv) rather, this probability can be modulated by other factors such as pharmacological agents, epidural stimulation and/or motor training; (v) the variability observed in the kinematics of consecutive steps reflects a fundamental feature of the neural control system and (vi) machine-learning theories elucidate the need to accommodate variability in developing strategies designed to enhance motor performance by motor training using robotic devices after an SCI
Henry Markram, Felix Schürmann, Matthias Wolf, Daniel Keller, Eilif Benjamin Muller, Werner Alfons Hilda Van Geit, Michael Reimann, Srikanth Ramaswamy, James Gonzalo King, Alexis Arnaudon, András Ecker, Jean-Denis Georges Emile Courcol, Armando Romani, Pramod Shivaji Kumbhar, Rajnish Ranjan, Giuseppe Chindemi, Fernando Joaquim Leite Pereira, Christian Andreas Rössert, Michael Emiel Gevaert, Judit Planas Carbonell, Omar Awile, James Bryden Isbister, Daniela Egas Santander, Mustafa Anil Tuncel, Sirio Bolaños Puchet, Maria Reva, Natali Barros Zulaica, Samuel Lieven D. Lapere, Christoph Pokorny, Elvis Boci, Joni Henrikki Herttuainen, Genrich Ivaska, Tanguy Pierre Louis Damart, Vishal Sood, Darshan Mandge, Thomas Brice Delemontex, Aleksandra Zuzanna Teska, Polina Litvak, Jorge Blanco Alonso, Alexander Dietz, Gianluca Ficarelli, Weina Ji
Friedhelm Christoph Hummel, Maximilian Jonas Wessel, Takuya Morishita, Traian Popa, Elena Beanato, Pierre Theopistos Vassiliadis, Fabienne Windel