Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction.

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Research Abstract Details 

Research Abstract Table of Contents

Jump to the:

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Abstract Text:

Jun Fu,Xinling Yang,Xianglong Yang,Guang Li,Walter Freeman,

This paper presents a novel neural network called KIII model for pattern recognition in artificial olfaction, whose topological structure and parameters are based on anatomical and electrophysiology experiments in mammalian olfactory system. Six data sets of three volatile organic compounds in different conditions, each with a wide range of concentrations, are obtained by a signal acquisition system with tin oxide gas sensor array. They are input into KIII model for training and test. Experimental results show that the system had a good classification performance in a wide concentration range while only a few training samples needed.

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Publishing Authors By Initials

J Fu,X Yang,X Yang,G Li,W Freeman,

For similar abstracts research abstracts see: abstracts research

PUBMED ID PMID:

MEDLINE DATE:

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Journal Published:

PUBLICATION TYPE: Journal Article

Journal: Conference proceedings : ... Annual International

VOLUME: 5

Page Numbers: 4666-9

Journal Abbreviation:

ISSN: 1557-170X

DAY: 6

MONTH: 02

YEAR: 2005

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Information

Number of References:

LANGUAGE: eng

NlmUniqueID: 101243413

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Keywords Mesh Terms:

KEYWORDS:

MESH TERMS:

Chemical & Substance for Abstract: Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction. Information

Substance Name:

Registry Number:

Grant and Affiliation Information for Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction.

AFFILIATION: Department of Biomedical Engineering, Zhejiang University, Hangzhou, 310027, China.

Country: United States

AGENCY:

GRANT:

ACRONYM:

MEDLINETA: Conf Proc IEEE Eng Med Biol So

REFSOURCE:

DATABASENAME:

ACCESSION NUMBER:

Number Hits: 0

Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction Related Publications

• A threshold neurotoxic amphetamine exposure inhibits parietal cortex expression of synaptic plasticity-related genes.
• ABCA3 inactivation in mice causes respiratory failure, loss of pulmonary surfactant, and depletion of lung phosphatidylglycerol.
• Allergic contact dermatitis caused by the clothing dye, disperse blue 106, an important contact allergen that may be frequently missed.
• Application of biologically modeled chaotic neural network to pattern recognition in artificial olfaction.
• Arsenic upsets heartbeat. Possible early warning for cardiovascular risk.
• Biotransformation by divison-arrested and immobilized plant cells: bioconversion of monoterpenes by gamma-irradiated suspended and entrapped cells of mentha and Nicotiana.
• Biotransformation by plant cells immobilized in cross-linked polyacrylamide-hydrazide.
• Cholesterol sensitivity of endogenous and myristoylated Akt.
• Doppler optical coherence microscopy for studies of cochlear mechanics.
• Dynamic spatial processing originates in early visual pathways.
• FSH stimulates ovarian cancer cell growth by action on growth factor variant receptor.
• Hyperreflective sign in resolved cotton wool spots using high-resolution optical coherence tomography and optical coherence tomography ophthalmoscopy.
• Increased expression of nuclear factor E2 p45-related factor 2 (NRF2) in head and neck squamous cell carcinomas.
• Inhibition of EGFR signaling abrogates smooth muscle proliferation resulting from sustained distension of the urinary bladder.
• Mechanical stretch is a highly selective regulator of gene expression in human bladder smooth muscle cells.
• My fellow Americans...
• Novel chemical enhancers of heat shock increase thermal radiosensitization through a mitotic catastrophe pathway.
• Novel n-3 fatty acid oxidation products activate Nrf2 by destabilizing the association between Keap1 and Cullin3.
• On-line Detection of Perceptual Signatures in Multichannel ECoG.
• Programmed death-1 ligand 1 interacts specifically with the B7-1 costimulatory molecule to inhibit T cell responses.
• Spatial frequency-specific contrast adaptation originates in the primary visual cortex.
• Study of a chaotic olfactory neural network model and its applications on pattern classification.
• Sympathetic neural activity, sex dimorphism, and postural tachycardia syndrome.
• The emerging subspecialty of Hallway Medicine.
• The p23 molecular chaperone promotes functional telomerase complexes through DNA dissociation.
• The relationship of semen quality to pregnancy rate and litter size following artificial insemination in the bitch.
• The role of cholesterol in prostate cancer.
• Variation in false-positive rates of mammography reading among 1067 radiologists: a population-based assessment.
• XFIT - an Interactive EXAFSAnalysis Program.
• p53 mediates interstitial cystitis antiproliferative factor (APF)-induced growth inhibition of human urothelial cells.