Normative Framework for Deriving Neural Networks with Multicompartmental Neurons and Non-Hebbian Plasticity

This study derives an online algorithm implementable in a neural network with local updating rules to solve a specific class of complex tasks establishing a precise relationship between realistic synaptic learning rules and underlying computational principles that guide their design.