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Solvable neural network model for input-output associations: Optimal recall at the onset of chaos

Solvable neural network model for input-output associations: Optimal recall at the onset of chaos

In neural information processing, inputs modulate neural dynamics to generate desired outputs. To unravel the dynamics and underlying neural connectivity enabling such input-output association, we propose an exactly solvable neural-network model with a connectivity matrix explicitly consisting of inputs and required outputs. An analytic form of the response under the …