Title :
An N-limit cycle artificial neural network for multivalued logic
Author :
Yang, T. ; Pimchaipong, N. ; Newcomb, R.W. ; deFigueiredo, R.
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Abstract :
A neuron consisting of a second order system with n limit cycles is introduced. With different initial conditions this neuron can produce n different outputs allowing the neuron to be used for multivalued logic such as an n-limit cycle artificial neural network. After a review of the n-limit cycle oscillator the system configuration is presented. Data is inserted via weights as initial conditions on the second order oscillator giving the neuron. For in neurons the neural network can store m to the nth power states in an n-level logic
Keywords :
limit cycles; multivalued logic; neural nets; N-limit cycle artificial neural network; multivalued logic; neuron; second order oscillator; Artificial neural networks; Detectors; Hopfield neural networks; Limit-cycles; Multivalued logic; Neurons; Oscillators; Piecewise linear techniques; Power system modeling; Switches;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.541614