Neural network utilizing logarithmic function and method of...

Details Neural network utilizing logarithmic function and method of... Neural network utilizing logarithmic function and method of...

G - Physics

06

F

G06F 7/556 (2006.01) G06F 15/18 (2006.01) G06N 3/063 (2006.01)

Patent

CA 2135857

A neural network, which may be implemented either in hardware or software, is constructed of neurons or neuron circuits each having only one significant processing element in the form of an adder. Each neural network further includes means for applying a logarithmic function to its inputs and for applying an inverse-logarithmic function to the outputs of its neurons. The neural network utilizes a training algorithm which does not require repetitive training and which yields a global minimum to each given set of input vectors.

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