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Electronic Colloquium on Computational Complexity

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REPORTS > KEYWORD > BIOLOGICALLY REALISTIC MODELS:
Reports tagged with biologically realistic models:
TR00-086 | 26th September 2000
Michael Schmitt

On the Complexity of Computing and Learning with Multiplicative Neural Networks

In a great variety of neuron models neural inputs are
combined using the summing operation. We introduce the concept of
multiplicative neural networks which contain units that multiply
their inputs instead of summing them and, thus, allow inputs to
interact nonlinearly. The class of multiplicative networks
comprises such widely known ... more >>>




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