Over-complete ICA using an energy-based model
	• Causal over-complete models preserve the unconditional independence of the sources and abandon the conditional independence. • Energy-based overcomplete models preserve the conditional independence (which makes perception fast) and abandon the unconditional independence. – Over-complete EBM’s are easy if we use contrastive divergence to deal with the intractable partition function.