Resolution of binary mixtures of microorganisms using electrochemical impedance spectroscopy and artificial neural networks

Biosensors and Bioelectronics

Volumn 24, Issue 4, 2008, Pages 958-962

  Munoz Berbel X ^a   Vigues N ^b   Mas, J ^b   del Valle, M ^b   Munoz F J ^a   Cortina Puig, M ^c  

^a INSTITUTO DE MICROELECTRÓNICA DE BARCELONA   (Spain)

^b UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^c UNIVERSITÉ DE PERPIGNAN   (France)

Author keywords

Artificial neural networks; Electrochemical impedance spectroscopy; Microbial binary mixtures resolution

Indexed keywords

ARTIFICIAL NEURAL NETWORKS; BACK-PROPAGATION NEURAL NETWORKS; CAPACITIVE ELEMENTS; CORRELATION CO-EFFICIENT; ELECTRICAL EQUIVALENT CIRCUIT; EXPECTED VALUES; EXTERNAL-; GRAM-NEGATIVE BACTERIA; GRAM-POSITIVE BACTERIA; HIDDEN LAYERS; MICROBIAL BINARY MIXTURES RESOLUTION; OPTIMAL CONFIGURATIONS; PSEUDOMONAS AERUGINOSA; SACCHAROMYCES CEREVISIAE; STAPHYLOCOCCUS AUREUS; TEST SAMPLES; TRAINING PROCESSES;

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; BACTERIA; BACTERIOLOGY; BINARY MIXTURES; CORRELATION METHODS; DATA PROCESSING; ELECTRIC FAULT LOCATION; ELECTROCHEMICAL CORROSION; ELECTROCHEMICAL IMPEDANCE SPECTROSCOPY; FORECASTING; LIGHTNING; MICROBIOLOGY; MICROORGANISMS; MIXTURES; NEURONS; TRANSFER FUNCTIONS;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CORRELATION COEFFICIENT; ELECTROCHEMICAL IMPEDANCE SPECTROSCOPY; GRAM NEGATIVE BACTERIUM; GRAM POSITIVE BACTERIUM; IMPEDANCE; MICROORGANISM; NERVE CELL; NONHUMAN; PSEUDOMONAS AERUGINOSA; SACCHAROMYCES CEREVISIAE; STAPHYLOCOCCUS AUREUS; YEAST;

ALGORITHMS; BACTERIA; BIOSENSING TECHNIQUES; COLONY COUNT, MICROBIAL; COMPLEX MIXTURES; ELECTRIC IMPEDANCE; ELECTROCHEMISTRY; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; FUNGI; NEURAL NETWORKS (COMPUTER); REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

NEGIBACTERIA; POSIBACTERIA; PSEUDOMONAS AERUGINOSA; SACCHAROMYCES CEREVISIAE; STAPHYLOCOCCUS AUREUS;

EID: 67549117743     PISSN: 09565663     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bios.2008.07.050     Document Type: Article

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