Title :
On the decision boundaries of hyperbolic neurons
Author :
Nitta, Tohru ; Buchholz, Sven
Author_Institution :
Neurosci. Res. Inst., AIST, Tsukuba
Abstract :
In this paper, the basic properties, especially decision boundary, of the hyperbolic neurons used in the hyperbolic neural networks are investigated. And also, a non-split hyperbolic sigmoid activation function is proposed.
Keywords :
functions; neural nets; number theory; hyperbolic neural network; hyperbolic neuron decision boundary; hyperbolic number; nonsplit hyperbolic sigmoid activation function; Blood; Helium; Matrices; Neural networks; Neurons; Neuroscience; Textile industry;
Conference_Titel :
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1820-6
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2008.4634216
