Through various means of structural and synaptic plasticity enabling online learning, neural networks are constantly reconfiguring their computational functionality. Neural information content is embodied within the configurations, representations, and computations of neural networks. To explore neural information content, we have developed metrics and… (More)

Fig. 2. Neural transform concept - taking the transformation of unknown signal of interest N(t) yields components n1 to ne. These subcomponents may then be operated upon by C(•) to yield an approximation of original signal N(t)