• Publications
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Complex-Valued Neural Networks: Theories and Applications
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Complex-Valued Neural Networks
  • A. Hirose
  • Computer Science
  • Studies in Computational Intelligence
  • 2012
  • 383
  • 10
  • PDF
Angiotensin II type 1 receptor blocker inhibits fibrosis in rat nonalcoholic steatohepatitis
Nonalcoholic steatohepatitis (NASH) is now the most frequent cause of chronic liver impairment in developed countries and is a suggested causative factor in the development of cryptogenic cirrhosisExpand
  • 200
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Continuous complex-valued back-propagation learning
TLDR
A novel back-propagation learning method is proposed for fully complex-valued layered neural networks. Expand
  • 88
  • 6
Dynamics of fully complex-valued neural networks
TLDR
A novel neural network that processes input vectors and attractors fully in complex space using complex weights is proposed. Expand
  • 120
  • 5
Glycemic Variability Is an Independent Predictive Factor for Development of Hepatic Fibrosis in Nonalcoholic Fatty Liver Disease
Patients with nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) often have metabolic disorders including insulin resistance and type 2 diabetes mellitus (T2DM). WeExpand
  • 30
  • 4
  • PDF
Quaternionic Neural Networks for Associative Memories
This chapter contains sections titled: Introduction Quaternionic Algebra Stability of Quaternionic Neural Networks Learning Schemes for Embedding Patterns Conclusion
  • 13
  • 4
Inducible expression of vascular endothelial growth factor in adult mice causes severe proliferative retinopathy and retinal detachment.
Transgenic mice with vascular endothelial growth factor (VEGF) driven by the rhodopsin promoter (rho/VEGF mice) develop neovascularization that originates from the deep capillary bed of the retinaExpand
  • 155
  • 3
Complex-Valued Neural Networks (Studies in Computational Intelligence)
  • 78
  • 3
Intelligent beamforming by using a complex-valued neural network
TLDR
This paper describes an intelligent beamforming (IBF) system based on complex-valued neural network (CVNN). Expand
  • 16
  • 3