L5-BinocularRivalry

Nick jones sampling and the brain inference control

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Unformatted text preview: sociated with xn . Nick Jones Sampling and the Brain: Inference, Control and Driving Graphic of the Graphical Model I’ll present a drawing on the board of the notional model. I’ll suggest why this is sensible. Nick Jones Sampling and the Brain: Inference, Control and Driving Markov Random Field I Define two Energies H1 and H2 which are minimized at zero temperature. We seek to minimize each of the following terms (which are coupled): H1 = discord of perception with left eye data + discord of perception with right eye data + non-smoothness of perception in space + degree of departure of perception from prior expectation + H2 = non-smoothness of occlusion in space (left + right eye) and amount of occlusion I.e. a low energy choice of perception and occlusion has a smooth perception which is a good fit to both eye’s data which meets prior expectations and is constrained by a smooth and...
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This document was uploaded on 03/01/2014 for the course EE 208 at Imperial College.

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