G. Tanaka

Publications101
h-index17
Citations1,288
Highly Influential Citations31
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A Mathematical Model of Intermittent Androgen Suppression for Prostate Cancer
TLDR
This paper presents a mathematical model that describes the growth of a prostate tumor under intermittent androgen suppression (IAS) therapy based on monitoring of the serum prostate-specific antigen (PSA). Expand
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Mathematical modelling of prostate cancer growth and its application to hormone therapy
Hormone therapy in the form of androgen deprivation is a major treatment for advanced prostate cancer. However, if such therapy is overly prolonged, tumour cells may become resistant to this… Expand
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Recent Advances in Physical Reservoir Computing: A Review
TLDR
Physical reservoir computing is a computational framework suited for temporal/sequential data processing. Expand
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Complex-Valued Multistate Associative Memory With Nonlinear Multilevel Functions for Gray-Level Image Reconstruction
TLDR
We present two alternative complex-valued activation functions that are based on a multilevel sigmoid function, while the other on a characteristic of a multistate bifurcating neuron. Expand
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Reservoir Computing with Untrained Convolutional Neural Networks for Image Recognition
TLDR
We use an untrained convolutional neural network to transform raw image data into a set of smaller feature maps in a preprocessing step of reservoir computing. Expand
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Complex-valued multistate associative memory with nonlinear multilevel functions for gray-level image reconstruction
  • G. Tanaka, K. Aihara
  • Computer Science, Medicine
  • IEEE International Joint Conference on Neural…
  • 1 September 2009
TLDR
The complex-signum function has been widely used as an activation function in complex-valued recurrent neural networks for multistate associative memory. Expand
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Spatial and temporal variation of secondary flow during oscillatory flow in model human central airways.
Axial and secondary velocity profiles were measured in a model human central airway to clarify the oscillatory flow structure during high-frequency oscillation. We used a rigid model of human airways… Expand
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Mathematical modelling of prostate cancer growth and its application to hormone therapy
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Crisis-induced intermittency in two coupled chaotic maps: towards understanding chaotic itinerancy.
The present paper considers crisis-induced intermittency in a system composed of two coupled logistic maps. Its purpose is to clarify a bifurcation scenario generating such intermittent behaviors… Expand
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Parameter Scaling for Epidemic Size in a Spatial Epidemic Model with Mobile Individuals
In recent years, serious infectious diseases tend to transcend national borders and widely spread in a global scale. The incidence and prevalence of epidemics are highly influenced not only by… Expand
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