1. A signaling interconnect for neural nodes, comprising: an interconnection lattice that interconnects a plurality of first nodes in a first set of nodes with a plurality of second nodes in a second set of nodes, wherein the connected nodes are arranged in a lattice such that a connected node in the second set is a union of at least two nodes in the first set, and said connected node exchanges signals with said at least two nodes via the interconnection lattice; wherein each node comprises one or more neural vertices interconnected via multiple directed edges arranged in an acyclic digraph, wherein each neural vertex comprises one or more neurons, and wherein each edge comprises a signaling pathway in the interconnection lattice.