Learning Algorithms for Quaternion-Valued Neural Networks
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computer Networks and Communications,General Neuroscience,Software
Link
http://link.springer.com/article/10.1007/s11063-017-9716-1/fulltext.html
Reference60 articles.
1. Amin M, Amin M, Al-Nuaimi A, Murase K (2011) Wirtinger calculus based gradient descent and Levenberg–Marquardt learning algorithms in complex-valued neural networks. In: Lu BL, Zhang L, Kwok J (eds) Neural information processing. Lecture notes in computer science, vol 7062. Springer, Berlin, pp 550–559. doi: 10.1007/978-3-642-24955-6_66
2. Arena P, Baglio S, Fortuna L, Xibilia M (1995) Chaotic time series prediction via quaternionic multilayer perceptrons. In: International conference on systems, man and cybernetics, vol 2. IEEE, pp 1790–1794. doi: 10.1109/ICSMC.1995.538035
3. Arena P, Fortuna L, Muscato G, Xibilia M (1997) Multilayer perceptrons to approximate quaternion valued functions. Neural Netw 10(2):335–342. doi: 10.1016/S0893-6080(96)00048-2
4. Arena P, Fortuna L, Muscato G, Xibilia M (1998) Neural networks in multidimensional domains fundamentals and new trends in modelling and control. Lecture notes in control and information sciences, vol 234. Springer, London. doi: 10.1007/BFb0047683
5. Barnard E (1992) Optimization for training neural nets. IEEE Trans Neural Netw 3(2):232–240. doi: 10.1109/72.125864
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