메뉴 건너뛰기




Volumn , Issue , 2013, Pages 47-90

Optimization of an embedded simplified fuzzy ARTMAP implemented on a microcontroller using MATLAB GUI environment

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84892119700     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter
Times cited : (1)

References (73)
  • 2
    • 19744361803 scopus 로고    scopus 로고
    • Application of a potentiometric electronic tongue as a classification tool in food analysis
    • June
    • J. Gallardo, S. Alegret, M. del Valle, Application of a potentiometric electronic tongue as a classification tool in food analysis, Talanta, 66, June 2005, 1303-1309.
    • (2005) Talanta , vol.66 , pp. 1303-1309
    • Gallardo, J.1    Alegret, S.2    del Valle, M.3
  • 5
    • 0003487601 scopus 로고
    • Neural Networks for Pattern Recognition
    • New York: Oxford Univ. Press
    • M. Bishop, Neural Networks for Pattern Recognition. New York: Oxford Univ. Press, 1995.
    • (1995)
    • Bishop, M.1
  • 6
    • 0017083148 scopus 로고
    • Adaptive pattern classification and universal recoding, II: feedback, expectation, olfaction and illusions
    • S. Grossberg, Adaptive pattern classification and universal recoding, II: feedback, expectation, olfaction and illusions, Biological Cybernetics 23 (1976) 187-202.
    • (1976) Biological Cybernetics , vol.23 , pp. 187-202
    • Grossberg, S.1
  • 7
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self organizing neural pattern recognition machine
    • G.A. Carpenter, S. Grossberg, A massively parallel architecture for a self organizing neural pattern recognition machine, Computer Vision, Graphics and Image Processing 37(1987) 54-115.
    • (1987) Computer Vision, Graphics and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 8
    • 84973857317 scopus 로고
    • ART2: Self-organization of stable category recognition codes for analog input patterns
    • G.A. Carpenter, S.Grossberg, ART2: Self-organization of stable category recognition codes for analog input patterns, Applied Optics 26(23) (1987) 4919-4930.
    • (1987) Applied Optics , vol.26 , Issue.23 , pp. 4919-4930
    • Carpenter, G.A.1    Grossberg, S.2
  • 9
    • 0025235219 scopus 로고
    • ART3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architecture
    • G.A. Carpenter, S. Grossberg, ART3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architecture, Neural Networks 3 (1990) 129-152.
    • (1990) Neural Networks , vol.3 , pp. 129-152
    • Carpenter, G.A.1    Grossberg, S.2
  • 10
    • 0025889915 scopus 로고
    • ARTMAP: Supervised real-time learning and classification of mon-stationary data by a selforganizing neural network
    • G.A. Carpenter, S. Grossberg, J.H. Reynolds, ARTMAP: Supervised real-time learning and classification of mon-stationary data by a selforganizing neural network, Neural Networks 4 (1991) 565-588.
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 11
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • G.A. Carpenter, S. Grossberg, D.B. Rosen, Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks 4(1991) 759-771.
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 13
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • G.A. Carpenter, S. Grossberg, N. Markuzon, J.H. Reynolds, D.B. Rosen, Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps, IEEE Trans. On Neural Networks 3(5) (1992) 698-713.
    • (1992) IEEE Trans. On Neural Networks , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Rosen, D.B.5
  • 14
    • 0025786440 scopus 로고
    • ART2-A: An Adaptive Resonance Algorithm for Rapid Category Learning and Recognition
    • G.A. Carpenter, S. Grossberg, D.B. Rosen, ART2-A: An Adaptive Resonance Algorithm for Rapid Category Learning and Recognition, Neural Networks 4 (1991)493-504.
    • (1991) Neural Networks , vol.4 , pp. 493-504
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 15
    • 0942280595 scopus 로고
    • A self-organizing neural network for supervised learning, recognition, and prediction
    • G.A. Carpenter, S. Grossberg, A self-organizing neural network for supervised learning, recognition, and prediction, IEEE Communications Mag. (1992) 38-49.
    • (1992) IEEE Communications Mag. , pp. 38-49
    • Carpenter, G.A.1    Grossberg, S.2
  • 16
    • 0033554760 scopus 로고    scopus 로고
    • Fuzzy ARTMAP based electronic nose data analysis, Sensors and Actuators B-Chemical
    • E. Llobet, E.L. Hines, J.W. Gardner, P.N. Bartlett, T.T. Mottram, Fuzzy ARTMAP based electronic nose data analysis, Sensors and Actuators B-Chemical 61(1-3) (1999) 183-190.
    • (1999) , vol.61 , Issue.1-3 , pp. 183-190
    • Llobet, E.1    Hines, E.L.2    Gardner, J.W.3    Bartlett, P.N.4    Mottram, T.T.5
  • 17
    • 19944383466 scopus 로고    scopus 로고
    • Discrimination between different samples of olive oil using variable selection techniques and modified fuzzy artmap neural networks
    • J. Brezmes, P. Cabre, S. Rojo, E. Llobet, X. Vilanova, X. Correig, Discrimination between different samples of olive oil using variable selection techniques and modified fuzzy artmap neural networks, Sensors Journal IEEE, 5(3) (2005) 463-470.
    • (2005) Sensors Journal IEEE , vol.5 , Issue.3 , pp. 463-470
    • Brezmes, J.1    Cabre, P.2    Rojo, S.3    Llobet, E.4    Vilanova, X.5    Correig, X.6
  • 19
    • 78751572961 scopus 로고    scopus 로고
    • Monitoring of physical-chemical and microbiological changes in fresh pork meat under cold storage by means of a potentiometric electronic tongue
    • L. Gil, J. M. Barat, D. Baigts, R. Martínez-Máñez, J. Soto, E. Garcia-Breijo, M-C. Aristoy, F. Toldrá, E. Llobet, Monitoring of physical-chemical and microbiological changes in fresh pork meat under cold storage by means of a potentiometric electronic tongue, Food Chemistry, 126 (3) (2011) 1261-1268.
    • (2011) Food Chemistry , vol.126 , Issue.3 , pp. 1261-1268
    • Gil, L.1    Barat, J.M.2    Baigts, D.3    Martínez-Máñez, R.4    Soto, J.5    Garcia-Breijo, E.6    Aristoy, M.-C.7    Toldrá, F.8    Llobet, E.9
  • 20
    • 82955162969 scopus 로고    scopus 로고
    • A comparison study of pattern recognition algorithms implemented on a microcontroller for use in an electronic tongue for monitoring drinking waters, Sensors and Actuators A
    • E. Garcia-Breijo, J. Atkinson, L. Gil-Sanchez, R. Masot, J. Ibañez, J. Garrigues, M. Glanc, N. Laguarda-Miro, C. Olguin, A comparison study of pattern recognition algorithms implemented on a microcontroller for use in an electronic tongue for monitoring drinking waters, Sensors and Actuators A: Physical, 172(2) (2011) 570-582.
    • (2011) Physical , vol.172 , Issue.2 , pp. 570-582
    • Garcia-Breijo, E.1    Atkinson, J.2    Gil-Sanchez, L.3    Masot, R.4    Ibañez, J.5    Garrigues, J.6    Glanc, M.7    Laguarda-Miro, N.8    Olguin, C.9
  • 21
    • 0002160029 scopus 로고
    • Simplified Fuzzy ARTMAP
    • T. Kasuba, Simplified Fuzzy ARTMAP, AI Expert 8(11) (1993) 18-25.
    • (1993) AI Expert , vol.8 , Issue.11 , pp. 18-25
    • Kasuba, T.1
  • 22
    • 11244257946 scopus 로고    scopus 로고
    • Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications
    • Ed. Prentice Hall
    • S. Rajasekaran, G. A. Vijayalakshmi Pai, Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications. Ed. Prentice Hall.
    • Rajasekaran, S.1    Vijayalakshmi Pai, G.A.2
  • 23
    • 0242490910 scopus 로고    scopus 로고
    • Characterization of artisanal honeys from Madrid (Central Spain) on the basis of their melissopalynological, physicochemical and volatile composition data
    • A.C. Soria, M. González, C. de Lorenzo, I. Marti{dotless} nez-Castro, J. Sanz. Characterization of artisanal honeys from Madrid (Central Spain) on the basis of their melissopalynological, physicochemical and volatile composition data. Food Chemistry 85 (2004) 121-130.
    • (2004) Food Chemistry , vol.85 , pp. 121-130
    • Soria, A.C.1    González, M.2    de Lorenzo, C.3    Martinez-Castro, I.4    Sanz, J.5
  • 24
    • 83955161100 scopus 로고    scopus 로고
    • A potentiometric electronic tongue for the discrimination of honey according to the botanical origin. Comparison with traditional methodologies: Physicochemical parameters and volatile profile
    • Escriche, M. Kadar, E. Domenech, L. Gil-Sánchez, A potentiometric electronic tongue for the discrimination of honey according to the botanical origin. Comparison with traditional methodologies: Physicochemical parameters and volatile profile, Journal of Food Engineering 109(3) (2012) 449-456.
    • (2012) Journal of Food Engineering , vol.109 , Issue.3 , pp. 449-456
    • Kadar, E.M.1    Domenech, E.2    Gil-Sánchez, L.3
  • 27
    • 17644379956 scopus 로고    scopus 로고
    • A fuzzy ARTMAP-and PLS-based MS e-nose for the qualitative and quantitative assessment of rancidity in crisps, Sensors and Actuators B
    • M. Vinaixa, E. Llobet, J. Brezmes, X. Vilanova, X. Correig, A fuzzy ARTMAP-and PLS-based MS e-nose for the qualitative and quantitative assessment of rancidity in crisps, Sensors and Actuators B: Chemical 106(2) (2005) 677-686.
    • (2005) Chemical , vol.106 , Issue.2 , pp. 677-686
    • Vinaixa, M.1    Llobet, E.2    Brezmes, J.3    Vilanova, X.4    Correig, X.5
  • 28
    • 33750698245 scopus 로고    scopus 로고
    • Bouchikhi, Monitoring the Freshness of Moroccan Sardines with a Neural-Network Based Electronic Nose
    • Amari, N. El Barbri, E. Llobet, N. El Bari, X. Correig, B. Bouchikhi, Monitoring the Freshness of Moroccan Sardines with a Neural-Network Based Electronic Nose, Sensors 6 (2006) 1209-1223.
    • (2006) Sensors , vol.6 , pp. 1209-1223
    • Amari, N.1    El Barbri, E.2    Llobet, N.3    El Bari, X.4    Correig, B.5
  • 29
    • 84892020395 scopus 로고    scopus 로고
    • Data acquisition, analysis and processing tool for multisensory system and mass spectrometry, Revista Colombiana de Tecnologías de Avanzada
    • M. Cristhian, A. Durán, G. Oscar Gualdrón, F. Adrián Carvajal, Data acquisition, analysis and processing tool for multisensory system and mass spectrometry, Revista Colombiana de Tecnologías de Avanzada 1(17) (2011) 16-23.
    • (2011) , vol.1 , Issue.17 , pp. 16-23
    • Cristhian, M.1    Durán, A.2    Oscar Gualdrón, G.3    Adrián Carvajal, F.4
  • 32
    • 2342576825 scopus 로고    scopus 로고
    • Building parsimonious fuzzy ARTMAP models by variable selection with a cascaded genetic algorithm: application to multisensor systems for gas analysis
    • E. Llobet, J. Brezmes, O. Gualdrón, X. Vilanova, X. Correig, Building parsimonious fuzzy ARTMAP models by variable selection with a cascaded genetic algorithm: application to multisensor systems for gas analysis, Sensors and Actuators B: Chemical 99(2-3) (2004) 267-272.
    • (2004) Sensors and Actuators B: Chemical , Issue.2-3 , pp. 267-272
    • Llobet, E.1    Brezmes, J.2    Gualdrón, O.3    Vilanova, X.4    Correig, X.5
  • 35
    • 51449103017 scopus 로고    scopus 로고
    • A n electronic tongue for fish freshness analysis using a thick-film array of electrodes
    • J.M. Barat, I. Escriche, E. Garcia-Breijo, L. Gil, R. Martinez-Manez, J. Soto,A n electronic tongue for fish freshness analysis using a thick-film array of electrodes, Microchimica Acta 163 (1-2) (2008) 121-129.
    • (2008) Microchimica Acta , vol.163 , Issue.1-2 , pp. 121-129
    • Barat, J.M.1    Escriche, I.2    Garcia-Breijo, E.3    Gil, L.4    Martinez-Manez, R.5    Soto, J.6
  • 36
    • 33749583432 scopus 로고    scopus 로고
    • Electronic Tongue for Qualitative Analysis of Aqueous Solutions of Salts Using Thick-film Technology and Metal Electrodes
    • L. Gil, E. Garcia-Breijo, J. Ibañez, R.H. Labrador, E. Llobet, R. Martínez-Máñez, J.Soto, Electronic Tongue for Qualitative Analysis of Aqueous Solutions of Salts Using Thick-film Technology and Metal Electrodes, Sensors 6(9) (2006) 1128-1138.
    • (2006) Sensors , vol.6 , Issue.9 , pp. 1128-1138
    • Gil, L.1    Garcia-Breijo, E.2    Ibañez, J.3    Labrador, R.H.4    Llobet, E.5    Martínez-Máñez, R.6    Soto, J.7
  • 38
    • 77954546645 scopus 로고    scopus 로고
    • Use of a Voltammetric Electronic Tongue for Detection and Classification of Nerve Agent Mimics
    • Campos, L. Gil, R. Martínez-Mañez, J. Soto, J.L. Vivancos, Use of a Voltammetric Electronic Tongue for Detection and Classification of Nerve Agent Mimics, Electroanalysis, 22 (2010) 1643-1649.
    • (2010) Electroanalysis , vol.22 , pp. 1643-1649
    • Gil, C.L.1    Martínez-Mañez, R.2    Soto, J.3    Vivancos, J.L.4
  • 41
    • 0030219072 scopus 로고    scopus 로고
    • Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks
    • J. Downs, R.F. Harrison, R.L. Kennedy, S.S. Cross, Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks, Artif Intell Med. 8(4) (1996) 403-28.
    • (1996) Artif Intell Med. , vol.8 , Issue.4 , pp. 403-428
    • Downs, J.1    Harrison, R.F.2    Kennedy, R.L.3    Cross, S.S.4
  • 45
    • 0035439760 scopus 로고    scopus 로고
    • Classification of noisy signals using fuzzy ARTMAP neural networks
    • Chralampidis, T. Kasparis, M. Georgiopoulos, Classification of noisy signals using fuzzy ARTMAP neural networks, IEEE Transactions on Neural Networks, 12(5) (2001) 1023-1036.
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.5 , pp. 1023-1036
    • Kasparis, C.T.1    Georgiopoulos, M.2
  • 47
    • 74949105447 scopus 로고    scopus 로고
    • Using Fuzzy ART map neural network for determination of partial discharge location in power transformers
    • H. Nafisi, M. Davari, M. Abedi, G.B. Gharehpetian, Using Fuzzy ART map neural network for determination of partial discharge location in power transformers, PowerTech, (2009).
    • (2009) PowerTech
    • Nafisi, H.1    Davari, M.2    Abedi, M.3    Gharehpetian, G.B.4
  • 48
    • 84892099853 scopus 로고    scopus 로고
    • Conditioning Monitoring and Fault Diagnosis for a Servo-Pneumatic System with Artificial Neural Network Algorithms, Artificial Neural Networks
    • Ed. Kenji Suzuki
    • M. Demetgul, S. Taskin, I. Nur Tansel, Conditioning Monitoring and Fault Diagnosis for a Servo-Pneumatic System with Artificial Neural Network Algorithms, Artificial Neural Networks, Industrial and Control Engineering Applications, Ed. Kenji Suzuki (2001).
    • (2001) Industrial and Control Engineering Applications
    • Demetgul, M.1    Taskin, S.2    Nur Tansel, I.3
  • 49
    • 10844269472 scopus 로고    scopus 로고
    • Electric load forecasting using a fuzzy ART and ART MAP neural network
    • M.L. Lopes, C.R. Minussi, A. Diva, Electric load forecasting using a fuzzy ART and ART MAP neural network, Applied Soft Computing 5(2) (2005) 235-244.
    • (2005) Applied Soft Computing , vol.5 , Issue.2 , pp. 235-244
    • Lopes, M.L.1    Minussi, C.R.2    Diva, A.3
  • 51
    • 84892128261 scopus 로고    scopus 로고
    • K. A. Sumithradevi, M.N. Vijayalakshmi, A. Annamma
    • K. A. Sumithradevi, M.N. Vijayalakshmi, A. Annamma, Vasanta, Evaluation of Fuzzy ARTMAP with DBSCAN in VLSI Application, World Academy of Science, Engineering and Technology 36(2007) 261-264.
    • (2007) World Academy of Science, Engineering and Technology , vol.36 , pp. 261-264
  • 52
    • 57649112678 scopus 로고    scopus 로고
    • Fuzzy ARTMAP Based Neuro computational Spatial Uncertainty Measures
    • L. Zhe, Fuzzy ARTMAP Based Neuro computational Spatial Uncertainty Measures, Photogrammetric engineering and remote sensing (2008) 1573-1584.
    • (2008) Photogrammetric engineering and remote sensing , pp. 1573-1584
    • Zhe, L.1
  • 53
    • 84892074252 scopus 로고    scopus 로고
    • Fuzzy ARTMAP Neural Networks for Automatic Feature Extraction from Aerial Images and Lidar Data
    • M. Salah, J C Trinder, Fuzzy ARTMAP Neural Networks for Automatic Feature Extraction from Aerial Images and Lidar Data, Science Mcmaster ca (2001) 1-10.
    • (2001) Science Mcmaster ca , pp. 1-10
    • Salah, M.1    Trinder, J.C.2
  • 54
    • 0036489454 scopus 로고    scopus 로고
    • Fuzzy ARTMAP and Back-Propagation Neural Networks Based Quantitative Structure-Property Relationships (QSPRs) for Octanol-Water Partition Coefficient of Organic Compounds
    • Yaffe, Y. Cohen, G. Espinosa, A. Arenas, F. Giralt, Fuzzy ARTMAP and Back-Propagation Neural Networks Based Quantitative Structure-Property Relationships (QSPRs) for Octanol-Water Partition Coefficient of Organic Compounds, Journal of Chemical Information and Computer Sciences 42 (2) (2002) 162-183.
    • (2002) Journal of Chemical Information and Computer Sciences , vol.42 , Issue.2 , pp. 162-183
    • Cohen, Y.Y.1    Espinosa, G.2    Arenas, A.3    Giralt, F.4
  • 55
  • 57
    • 34548136243 scopus 로고    scopus 로고
    • Application of Feature Selection and Fuzzy ARTMAP to Intrusion Detection, Systems, Man and Cybernetics
    • C.C. Vilakazi, T. Marwala, Application of Feature Selection and Fuzzy ARTMAP to Intrusion Detection, Systems, Man and Cybernetics, IEEE International Conference on,6 (2006) 4880-4885.
    • (2006) IEEE International Conference on , vol.6 , pp. 4880-4885
    • Vilakazi, C.C.1    Marwala, T.2
  • 58
    • 84892058599 scopus 로고    scopus 로고
    • Nachev, Data mining with Fuzzy ARTMAP neural networks: prediction of profiles of potential customers
    • Nachev, Data mining with Fuzzy ARTMAP neural networks: prediction of profiles of potential customers, International Conference Knowledge-Dialogue-Solutions (2007) 1-8.
    • (2007) International Conference Knowledge-Dialogue-Solutions , pp. 1-8
  • 65
    • 84874730602 scopus 로고    scopus 로고
    • An Improved and Adaptive Face Recognition Method Using Simplified Fuzzy ARTMAP, Advanced Computing, PT II.I.
    • A.A. Thomas, M. Wilscy, An Improved and Adaptive Face Recognition Method Using Simplified Fuzzy ARTMAP, Advanced Computing, PT III. Book Series: Communications in Computer and Information Science. 133(Part III) (2011) 23-34.
    • (2011) Book Series: Communications in Computer and Information Science , vol.133 , Issue.PART III , pp. 23-34
    • Thomas, A.A.1    Wilscy, M.2
  • 66
    • 84874713384 scopus 로고    scopus 로고
    • A Comparative Study of Feed forward Neural Network and Simplified Fuzzy ARTMAP in the Context of Face Recognition, 1st International Conference on Computer Science and Information Technology Location
    • T. A. Annam, M. Wilscy, A Comparative Study of Feed forward Neural Network and Simplified Fuzzy ARTMAP in the Context of Face Recognition, 1st International Conference on Computer Science and Information Technology Location. Advances in network and communications, PT II. Book Series: Communications in Computer and Information Science 132(Part 2) (2011) 277-289.
    • (2011) Advances in network and communications, PT II. Book Series: Communications in Computer and Information Science , vol.132 , Issue.PART 2 , pp. 277-289
    • Annam, T.A.1    Wilscy, M.2
  • 69
    • 80055015194 scopus 로고    scopus 로고
    • Applications of simplified fuzzy ARTMAP to partial discharge classification and pattern recognition
    • B. Marungsri, S. Boonpoke, Applications of simplified fuzzy ARTMAP to partial discharge classification and pattern recognition, WTOS 10(3) (2011)69-80.
    • (2011) WTOS , vol.10 , Issue.3 , pp. 69-80
    • Marungsri, B.1    Boonpoke, S.2
  • 70
    • 28244463200 scopus 로고    scopus 로고
    • Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP, Knowledge and Data Engineering
    • C.K. Loo, M.V.C. Rao, Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP, Knowledge and Data Engineering, IEEE Transactions on, 17(11) (2005) 1589-1593.
    • (2005) IEEE Transactions on , vol.17 , Issue.11 , pp. 1589-1593
    • Loo, C.K.1    Rao, M.V.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.