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Hogan, N. (1984). An organising principle for a class of voluntary movements. Journal of Neuroscience, 4, 2745-2754.

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Computational Aspects of Motor Control and Motor Learning - Jordan (1996)   (13 citations)  (Correct)

.... 1, b = h 2 k I, and h is the time step of the discrete time approximation. Let us suppose that movement of the link is achieved by controlled changes in the equilibrium position of the spring. Thus we define the control signal u[t] to be the time varying equilibrium position # o [t] cf. Hogan, 1984). Let us also define two state variables: x 1 [t] #[t 1] x 2 [t] #[t] Note that x 2 [t 1] x 1 [t] We combine this equation with Equation 7 to yield a single vector equation of the form: # x 1 [t 1] x 2 [t 1] # = # a 1 a 2 1 0 ## x 1 [t] x 2 [t] # # b 0 # u[t] ....

Hogan, N. (1984). An organising principle for a class of voluntary movements. Journal of Neuroscience, 4, 2745-2754.


Integrable Solutions Of Kinematic Redundancy Via.. - Ferdinando..   Self-citation (Hogan)   (Correct)

.... updated by an amount: f dq = s du with s = 25) 0 u Here, s is a local sensitivity matrix which we will assume to be non singular (det(s) 0) Then, as the input changes smoothly in time, the above equation defines a sequence of static equilibria that has been termed a virtual trajectory (Hogan 1984). The inverse kinematic problem becomes that of finding an appropriate sequence of inputs u(t) given a desired trajectory of the end effector, x (t) in the workspace. One way to do this is to simulate passive 0 displacements which will drive the joints away from equilibrium; then, at the end ....

Hogan, N. 1984. An Organising Principle for a Class of Voluntary Movements. J. of Neuroscience. 4(11):2745-2754.


Forward models: Supervised learning with a distal teacher - Jordan, Rumelhart (1992)   (108 citations)  (Correct)

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Hogan, N. (1984). An organising principle for a class of voluntary movements.

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