1. A synaptic time-multiplexed (STM) neuromorphic network comprising: a neural fabric having nodes and switches to define inter-nodal connections between selected nodes of the neural fabric; and a neuromorphic controller to form subsets of a set of the inter-nodal connections representing a fully connected neural network, each subset being formed during a different time slot of a plurality of time slots of a time multiplexing cycle of the STM neuromorphic network, wherein in combination, the inter-nodal connection subsets implement the fully connected neural network.