Study of the weight space topology during and after learning. Sheaves theory applied to training neural networks implemented as systems of overlapping subnetworks. I was introduced to category theory and sheaves by Dr John Stell at Keele University . The Seventh IMA Conference on Mathematics in Medicine and Biology , Oxford, 10-12 July, 1996. P.C. Bressloff and C.V. Wood, Spontaneous oscillations in a nonlinear delayed-feedback shunting model of the pupil light reflex , to appear in Phys.
Some papers are available from the preprint archive .
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