Extensible fuzzy neuron device

Details Extensible fuzzy neuron device Extensible fuzzy neuron device

1992-12-18

1995-06-06

MacDonald, Allen R.

395900, G06G 700

Patent

active

054229782

ABSTRACT:
A fuzzy neuron device which applies the fuzzy theory and the neuron theory. The device comprises a plurality of synapses each having a membership function, a first minimum value computing circuit for extracting the minimum value signal in the device from the outputs of the plurality of synapses, an extension circuit which is a component of a second minimum value computing circuits, and an extension terminal for connecting a plurality of extension circuit to each other so as to produce the second computing circuit. A device assembly may be produced by connecting a plurality of the devices to each other. In the device assembly, the second computing circuit extracts the minimum value signal in the assembly from the plurality of minimum signals in the respective devices.

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Gupta et al, "Synaptic and Somatic Learning and Adaptation in Fuzzy Neural System", 1991 IEEE Int'l Joint Conf or Neurol Networks, Nov. 18-21 1991, pp. 875-880 vol. 1.
Yamakawa, "A Fuzzy Neuron and Its Application to Hand Written Character Recognition System", 1991 Int'l Symposium on Circuits & Systems, Jun. 11-14 1991, pp. 1369-1372 vol. 3.
Shive et al, "On Designing Fuzzy Learning Neurol-Automota", IEEE Int'l Conf on Neural Networks, Jun. 21-24 1987, pp. 299-307.
"A Fuzzy Neuron Chip and Its Application to a Pattern Recognition System," IFSA'91 Brussels (1991).

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