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Neural gas is an artificial neural network, inspired by the self-organizing map and introduced in 1991 by Thomas Martinetz and Klaus Schulten. [1] The neural gas is a simple algorithm for finding optimal data representations based on feature vectors.
The biologically inspired Hodgkin–Huxley model of a spiking neuron was proposed in 1952. This model describes how action potentials are initiated and propagated. . Communication between neurons, which requires the exchange of chemical neurotransmitters in the synaptic gap, is described in various models, such as the integrate-and-fire model, FitzHugh–Nagumo model (1961–1962), and ...
The Journal of Communications and Networks, formerly known as the International Journal of Digital & Analog Cabled Systems) is a scientific journal published by the Korean Information and Communications Society and technically cosponsored by the IEEE Communications Society. The journal publishes theoretical research contributions presenting new ...
Paul John Werbos (born September 4, 1947) is an American social scientist and machine learning pioneer. He is best known for his 1974 dissertation, which first described the process of training artificial neural networks through backpropagation of errors. [1]
He was General Chairman of the first IEEE International Conference on Neural Networks (ICNN) in 1987 and played a key role in organizing the first INNS annual meeting in 1988, whose fusion in 1989 led to the International Joint Conference on Neural Networks (IJCNN), which remains the largest annual meeting devoted to neural network research.
Robert Hecht-Nielsen (July 18, 1947 – May 25, 2019) was an American computer scientist, neuroscientist, entrepreneur and professor of electrical and computer engineering at the University of California, San Diego. [2]
2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, Special Session on Memetic Algorithms. Special Issue on 'Emerging Trends in Soft Computing - Memetic Algorithm' Archived 2011-09-27 at the Wayback Machine , Soft Computing Journal, Completed & In Press, 2008.
A native of Terre Haute, Indiana, Stuart E. Dreyfus is professor emeritus at University of California, Berkeley in the Industrial Engineering and Operations Research Department.