Reaching movements with robust or stochastic optimal control models (Crevecoeur et al 2019)


Crevecoeur F, Scott SH, Cluff T. (2019). Robust control in human reaching movements: a model-free strategy to compensate for unpredictable disturbances. The Journal of neuroscience : the official journal of the Society for Neuroscience. 39 [PubMed]

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References and models cited by this paper

Basar T, Bernhard P. (1991). Hoo-Optimal Control and Related Minimax Design Problems: A Dynamic Game Approach..

Benjamin DJ et al. (2018). Redefine statistical significance. Nature human behaviour. 2 [PubMed]

Bitmead RR, Gevers M, Wertz V. (1990). Adaptive optimal control : the thinking man's GPC.

Braun DA, Aertsen A, Wolpert DM, Mehring C. (2009). Learning optimal adaptation strategies in unpredictable motor tasks. The Journal of neuroscience : the official journal of the Society for Neuroscience. 29 [PubMed]

Brown IE, Loeb GE. (2000). Measured and modeled properties of mammalian skeletal muscle: IV. dynamics of activation and deactivation. Journal of muscle research and cell motility. 21 [PubMed]

Burdet E, Osu R, Franklin DW, Milner TE, Kawato M. (2001). The central nervous system stabilizes unstable dynamics by learning optimal impedance. Nature. 414 [PubMed]

Burdet E et al. (2000). A method for measuring endpoint stiffness during multi-joint arm movements. Journal of biomechanics. 33 [PubMed]

Carroll TJ, Baldwin ER, Collins DF. (2005). Task dependent gain regulation of spinal circuits projecting to the human flexor carpi radialis. Experimental brain research. 161 [PubMed]

Cluff T, Scott SH. (2013). Rapid feedback responses correlate with reach adaptation and properties of novel upper limb loads. The Journal of neuroscience : the official journal of the Society for Neuroscience. 33 [PubMed]

Crevecoeur F, Kurtzer I. (2018). Long-latency reflexes for inter-effector coordination reflect a continuous state feedback controller. Journal of neurophysiology. 120 [PubMed]

Crevecoeur F, Scott SH. (2013). Priors engaged in long-latency responses to mechanical perturbations suggest a rapid update in state estimation. PLoS computational biology. 9 [PubMed]

Crevecoeur F, Scott SH. (2014). Beyond muscles stiffness: importance of state-estimation to account for very fast motor corrections. PLoS computational biology. 10 [PubMed]

Duan Y, Boulet B. (2007). The fundamental tradeoff between performance and robustness - A new perspective on loop shaping Ieee Control Systems Magazine. 27

Franklin DW et al. (2008). CNS learns stable, accurate, and efficient movements using a simple algorithm. The Journal of neuroscience : the official journal of the Society for Neuroscience. 28 [PubMed]

Franklin S, Wolpert DM, Franklin DW. (2012). Visuomotor feedback gains upregulate during the learning of novel dynamics. Journal of neurophysiology. 108 [PubMed]

Gonzalez Castro LN, Hadjiosif AM, Hemphill MA, Smith MA. (2014). Environmental consistency determines the rate of motor adaptation. Current biology : CB. 24 [PubMed]

Hadjiosif AM, Smith MA. (2015). Flexible Control of Safety Margins for Action Based on Environmental Variability. The Journal of neuroscience : the official journal of the Society for Neuroscience. 35 [PubMed]

Hogan N. (1984). Adaptive-control of mechanical impedance by coactivation of antagonist muscles Ieee Transactions on Automatic Control. 29

Huang VS, Haith A, Mazzoni P, Krakauer JW. (2011). Rethinking motor learning and savings in adaptation paradigms: model-free memory for successful actions combines with internal models. Neuron. 70 [PubMed]

Hwang EJ, Donchin O, Smith MA, Shadmehr R. (2003). A gain-field encoding of limb position and velocity in the internal model of arm dynamics. PLoS biology. 1 [PubMed]

Izawa J, Rane T, Donchin O, Shadmehr R. (2008). Motor adaptation as a process of reoptimization. The Journal of neuroscience : the official journal of the Society for Neuroscience. 28 [PubMed]

Kording KP, Tenenbaum JB, Shadmehr R. (2007). The dynamics of memory as a consequence of optimal adaptation to a changing body. Nature neuroscience. 10 [PubMed]

Lefevre P, Crevecoeur F, Thonnard JL. (). A sub-movement timescale of human motor adaptation biorxiv.

Levine WS. (1996). The Control handbook.

Liu D, Todorov E. (2007). Evidence for the flexible sensorimotor strategies predicted by optimal feedback control. The Journal of neuroscience : the official journal of the Society for Neuroscience. 27 [PubMed]

Michiels W, Niculescu SL. (2007). Stability and stabilization of time-delay systems.

Milner TE, Franklin DW. (2005). Impedance control and internal model use during the initial stage of adaptation to novel dynamics in humans. The Journal of physiology. 567 [PubMed]

Nashed JY, Kurtzer IL, Scott SH. (2015). Context-dependent inhibition of unloaded muscles during the long-latency epoch. Journal of neurophysiology. 113 [PubMed]

Nielsen J, Kagamihara Y. (1993). The regulation of presynaptic inhibition during co-contraction of antagonistic muscles in man. The Journal of physiology. 464 [PubMed]

Nieuwenhuis S, Forstmann BU, Wagenmakers EJ. (2011). Erroneous analyses of interactions in neuroscience: a problem of significance. Nature neuroscience. 14 [PubMed]

Pruszynski JA, Kurtzer I, Lillicrap TP, Scott SH. (2009). Temporal evolution of "automatic gain-scaling". Journal of neurophysiology. 102 [PubMed]

Scott SH. (2012). The computational and neural basis of voluntary motor control and planning. Trends in cognitive sciences. 16 [PubMed]

Scott SH. (2016). A Functional Taxonomy of Bottom-Up Sensory Feedback Processing for Motor Actions. Trends in neurosciences. 39 [PubMed]

Scott SH, Crevecoeur F, Cluff T. (2019). Tradeoffs in optimal control capture patterns of human sensorimotor control and adaptation bioRxiv 730713.

Shadmehr R, Mussa-Ivaldi FA. (1994). Adaptive representation of dynamics during learning of a motor task. The Journal of neuroscience : the official journal of the Society for Neuroscience. 14 [PubMed]

Shadmehr R, Smith MA, Krakauer JW. (2010). Error correction, sensory prediction, and adaptation in motor control. Annual review of neuroscience. 33 [PubMed]

Singh K, Scott SH. (2003). A motor learning strategy reflects neural circuitry for limb control. Nature neuroscience. 6 [PubMed]

Smith MA, Ghazizadeh A, Shadmehr R. (2006). Interacting adaptive processes with different timescales underlie short-term motor learning. PLoS biology. 4 [PubMed]

Stein RB, Hunter IW, Lafontaine SR, Jones LA. (1995). Analysis of short-latency reflexes in human elbow flexor muscles. Journal of neurophysiology. 73 [PubMed]

Thoroughman KA, Shadmehr R. (2000). Learning of action through adaptive combination of motor primitives. Nature. 407 [PubMed]

Todorov E. (2004). Optimality principles in sensorimotor control. Nature neuroscience. 7 [PubMed]

Todorov E. (2005). Stochastic optimal control and estimation methods adapted to the noise characteristics of the sensorimotor system. Neural computation. 17 [PubMed]

Todorov E, Jordan MI. (2002). Optimal feedback control as a theory of motor coordination. Nature neuroscience. 5 [PubMed]

Todorov E, Li W. (2007). Iterative linearization methods for approximately optimal control and estimation of non-linear stochastic system Int J Control. 80

Ueyama Y. (2014). Mini-max feedback control as a computational theory of sensorimotor control in the presence of structural uncertainty. Frontiers in computational neuroscience. 8 [PubMed]

Vallbo AB. (1974). Human muscle spindle discharge during isometric voluntary contractions. Amplitude relations between spindle frequency and torque. Acta physiologica Scandinavica. 90 [PubMed]

Wagner MJ, Smith MA. (2008). Shared internal models for feedforward and feedback control. The Journal of neuroscience : the official journal of the Society for Neuroscience. 28 [PubMed]

Wei K, Wert D, Körding K. (2010). The nervous system uses nonspecific motor learning in response to random perturbations of varying nature. Journal of neurophysiology. 104 [PubMed]

Wolpert DM, Diedrichsen J, Flanagan JR. (2011). Principles of sensorimotor learning. Nature reviews. Neuroscience. 12 [PubMed]

Wolpert DM, Franklin DW. (2011). Computational Mechanisms of Sensorimotor Control Neuron. 72

References and models that cite this paper

Crevecoeur F, Thonnard JL, Lefèvre P. (2020). A Very Fast Time Scale of Human Motor Adaptation: Within Movement Adjustments of Internal Representations during Reaching. eNeuro. 7 [PubMed]

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