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Interneurons in leech ganglia receive multiple sensory inputs and make synaptic contacts with many motor neurons. These hidden units coordinate several different behaviors. The authors used physiological and anatomical constraints to construct a model of the local bending reflex. Dynamical networks were trained on experimentally derived input-output patterns using recurrent back propagation. Units...
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