A Winner-Take-All Approach to Emotional Neural Networks with Universal Approximation Property

8 Nov 2015 E. Lotfi

Here, we propose a brain-inspired winner-take-all emotional neural network (WTAENN) and prove the universal approximation property for the novel architecture. WTAENN is a single layered feedforward neural network that benefits from the excitatory, inhibitory, and expandatory neural connections as well as the winner-take-all (WTA) competitions in the human brain s nervous system... (read more)

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