Literature DB >> 12617362

Survey of fuzzy logic applications in brain-related researches.

Omer Faruk Bay1, Ali Bülent Usakli.   

Abstract

The aim of this study was to survey fuzzy logic (FL) applications in brain researches. In general, these applications are related to pattern recognition for localization in brain structures or tumor detection, image segmentation, and simulations. In recent years, neural networks and FL are gaining popularity. FL is based on the observation of people. The enormous amount of information representation by the brain suggests that FL principles can be useful, especially for complex brain functions. Causal models based on functional neuroanatomy can be then implemented in computer simulations to reflect the dynamical intersection of brain structures. FL is considered as an appropriate tool for modelling and control. FL has been applied in different ways to brain researches. This paper surveys the utilization of FL in brain researches.

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Year:  2003        PMID: 12617362     DOI: 10.1023/a:1021873213582

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  7 in total

1.  Adaptive fuzzy segmentation of magnetic resonance images.

Authors:  D L Pham; J L Prince
Journal:  IEEE Trans Med Imaging       Date:  1999-09       Impact factor: 10.048

2.  Derived fuzzy knowledge model for estimating the depth of anesthesia.

Authors:  X S Zhang; R J Roy
Journal:  IEEE Trans Biomed Eng       Date:  2001-03       Impact factor: 4.538

3.  Anesthesia control using midlatency auditory evoked potentials.

Authors:  A Nayak; R J Roy
Journal:  IEEE Trans Biomed Eng       Date:  1998-04       Impact factor: 4.538

4.  A fuzzy clustering approach to EP estimation.

Authors:  G Zouridakis; B H Jansen; N N Boutros
Journal:  IEEE Trans Biomed Eng       Date:  1997-08       Impact factor: 4.538

5.  Detection of epileptiform discharges in the EEG by a hybrid system comprising mimetic, self-organized artificial neural network, and fuzzy logic stages.

Authors:  C J James; R D Jones; P J Bones; G J Carroll
Journal:  Clin Neurophysiol       Date:  1999-12       Impact factor: 3.708

6.  Methods for robust clustering of epileptic EEG spikes.

Authors:  P Wahlberg; G Lantz
Journal:  IEEE Trans Biomed Eng       Date:  2000-07       Impact factor: 4.538

7.  Forecasting generalized epileptic seizures from the EEG signal by wavelet analysis and dynamic unsupervised fuzzy clustering.

Authors:  A B Geva; D H Kerem
Journal:  IEEE Trans Biomed Eng       Date:  1998-10       Impact factor: 4.538

  7 in total
  2 in total

1.  A Method to Differentiate Mild Cognitive Impairment and Alzheimer in MR Images using Eigen Value Descriptors.

Authors:  K R Anandh; C M Sujatha; S Ramakrishnan
Journal:  J Med Syst       Date:  2015-11-07       Impact factor: 4.460

2.  Fuzzy logic: A "simple" solution for complexities in neurosciences?

Authors:  Saniya Siraj Godil; Muhammad Shahzad Shamim; Syed Ather Enam; Uvais Qidwai
Journal:  Surg Neurol Int       Date:  2011-02-26
  2 in total

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