Browse by Citation

Note: Authors are listed alphabetically, not necessarily in bibliographic order.

GUI4GUI user guide, User Guide, SyNAPSE Software Repository, CNS Technology Lab (2009).

Abdallah, C. , Georgiopoulos, M. , Heileman, G.L., A dynamical adaptive resonance architecture, IEEE Transactions on Neural Networks, vol.5, no.6, 873-889 (1994).

Abidin, I. Z. , Afifi, A. , Ayatollahi, A. , Raissi, F., STDP implementation using memristive nanodevice in CMOS-Nano neuromorphic networks, IEICE Electronics Express Vol. 6 , No. 3 pp.148-153 (2009).

Aggarwal, R.K. , Bennett, A. , Johns, A.T. , Li, F. , Xuan, Q.Y., A Novel Approach to Fault Diagnosis in Multicircuit Transmission Lines Using Fuzzy ARTmap Neural Networks, IEEE Transactions on Neural Networks, vol. 10, no. 5 (1999).

Aguilar, J. , AlDaraiseh, A. , Altamiranda, J. , Hernandez, L., Data Mining System for Biochemical Analysis in Experimental Physiology, IEEE International Joint Conference on Neural Networks (IJCNN), VOLS 1-8 Pages: 3407-3411 (2008).

Aguilar, M. , Bullock, D. , Grossberg, S. , Roberts, K., A neural model of multimodal adaptive saccadic eye movement control by superior colliculus, Journal of Neuroscience, 17, 9706-9725 (1997).

Aires, R. , Ioshii, S.O. , Murshed, N. , de Carvalho, A.C., Detection of Carcinoma with the Fuzzy ARTMAP NN, Proceedings of the Second International Conference on Cognitive and Neural Systems, Boston University Press 1998. (1998).

Ajemian, R. , Bullock, D. , Grossberg, S., A model of movement coordinates in the motor cortex: Posture-dependent changes in the gain and direction of single cell tuning curves, Cerebral Cortex, 11, 1124-1135 (2001).

Ajemian, R. , Bullock, D. , Grossberg, S., Kinematic coordinates in which motor cortical cells encode movement direction, Journal of Neurophysiology, 84, 2191-2203 (2000).

Akhbardeh, A. , Junnila, S. , Koivistoinen, T. , Varri, A., An intelligent ballistocardiographic chair using a novel SF-ART neural network and biorthogonal wavelets, JOURNAL OF MEDICAL SYSTEMS Volume: 31 Issue: 1 Pages: 69-77 (2007).

Akhbardeh, A. , Koskinen, P.E. , Nikhil , Yli-Harja, O., Towards the experimental evaluation of novel supervised fuzzy adaptive resonance theory for pattern classification, PATTERN RECOGNITION LETTERS Volume: 29 Issue: 8 pp. 1082-1093 (2008).

Akimoto, Y. , Izui, Y. , Ogi, H. , Tanaka, H., Abnormality diagnosis of GIS using adaptive resonance theory, Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems, 181-186 (1993).

Almonacid, M. , Cano-Izquierdo, J.M. , Ibarrola, J. , Pinzolas, M., dFasArt: Dynamic neural processing in FasArt model, NEURAL NETWORKS Volume: 22 Issue: 4 Pages: 479-487 (2009).

Alpaydin, E. , Baraldi, A., Constructive feedforward ART clustering networks - Part I, IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 13 Issue: 3 Pages: 645-661 (2002).

Alpaydin, E. , Baraldi, A., Constructive feedforward ART clustering networks - Part II, IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 13 Issue: 3 Pages: 662-677 (2002).

Ameneiro, S.B. , Amorim, D.G. , Delgado, M.F., Polytope ARTMAP: Pattern classification without vigilance based on general geometry categories, IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 18 Issue: 5 Pages: 1306-1325 (2007).

Ames, H. , Gorchetchnikov, A. , Jasmin Leveille , Versace, M., KInNeSS: A modular framework for computational neuroscience, Neuroinformatics,2008 Winter; 6(4):291-309. (2008).

Ames, H. , Gorchetchnikov, A. , Versace, M., Application Number 11860254: Graphic Processor Based Accelerator System and Method, Application Number 11860254: Graphic Processor Based Accelerator System and Method (2007).

Ames, H. , Grossberg, S., Speaker normalization using cortical strip maps: A neural model for steady state vowel categorization, The Journal of the Acoustical Society of America 2008;124(6):3918-36. (2008).

Amin, A. , Murshed, N., Recognition of Printed Arabic Words with the Fuzzy ARTMAP Neural Network, Proceedings of the IJCNN 99 (International Joint Conference on Neural Networks) (1999).

Amini, M. , Jalili, R. , Shahriari, H.R., RT-UNNID: A practical solution to real-time network-based intrusion detection using unsupervised neural networks, COMPUTERS & SECURITY Volume: 25 Issue: 6 Pages: 459-468 (2006).

Amis, G.P. , Carpenter, G.A., Default ARTMAP 2, Proceedings of the International Joint Conference on Neural Networks (IJCNN 07 @ Orlando). (2007).

Amis, G.P. , Carpenter, G.A., Self-supervised ARTMAP, Techical Report CAS/CNS TR-2009-006 (2009).

An, J.L. , Han, T. , Yang, B.S., ART-KOHONEN neural network for fault diagnosis of rotating machinery, Mechanical Systems and Signal Processing. Volume 18, Issue 3, May 2004, Pages 645-657. (2004).

Anagnostopoulos, G.C. , Georgiopoulos, M. , Kaylani, A. , Mollaghasemi, M., AG-ART: An adaptive approach to evolving ART architectures, NEUROCOMPUTING Volume: 72 Issue: 10-12 Special Issue: Sp. Iss. SI Pages: 2079-2092 (2009).

Anagnostopoulos, G.C. , Georgiopoulos, M., Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP, Neural Networks, Volume 15, Issue 10. (2002).

Anagnostopoulos, G.C. , Georgiopoulos, M., Hypersphere ART and ARTMAP for Unsupervised and Supervised, Incremental Learning, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 00)-Volume 6 (2000).

Anagnostopoulos, G.C. , Wunsch, D.C. , Xu, R., Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data, IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS Volume: 4 Issue: 1 Pages: 65-77 (2007).

Anagnostopoulos, G.C. , Wunsch, D.C. , Xu, R., Multi-class cancer classification by semi-supervised ellipsoid ARTMAP with gene expression data, Conf Proc IEEE Eng Med Biol Soc Volume: 1 Pages: 188-91 (2004).

Andonie R. , Beiu V. , Sasu L., Fuzzy ARTMAP with relevance factor, Proceedings of the International Joint Conference on Neural Networks. IEEE, vol.3, 1975-1980. (2003).

Anglani, A. , Pacella, M. , Semeraro, Q., Adaptive Resonance Theory-based neural algorithms for manufacturing process quality control, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH Volume: 42 Issue: 21 Pages: 4581-4607 (2004).

Anton , Rodriguez, M. , Diaz , Pernas, F.J. , Diez , Higuera, J.F. , Martinez , Zarzuela, M. , Gonzalez , Ortega, D., Recognition of coloured and textured images through a multi-scale neural architecture with orientational filtering and chromatic diffusion, NEUROCOMPUTING Volume: 72 Issue: 16-18 Special Issue: Sp. Iss. SI Pages: 3713-3725 (2009).

Antsey, K.A. , Barillaud, F. , Croft, A.J. , Linton, J.F. , Marinos, D.J., Use of generic classifiers to determine physical topology in heterogeneous networking environments, Patent number: 6639900 Issue date: Oct 28, 2003 (2003).

Aoyagi, K. , Honda, H. , Nakanishi, Y. , Sasaki, H. , Takahashi, H. , Yoshida, T., Classification of intramural metastases and lymph node metastases of esophageal cancer from gene expression based on boosting and projective adaptive resonance theory, JOURNAL OF BIOSCIENCE AND BIOENGINEERING Volume: 102 Issue: 1 Pages: 46-52 (2006).

Aradhye H.B. , Bakshi B.R. , Davis J.F. , Ahalt, S.C., Clustering in wavelet domain: A multiresolution ART network for anomaly detection, AICHE JOURNAL Volume: 50 Issue: 10 Pages: 2455-2466 (2004).

Aradhye H.B. , Bakshi B.R. , Davis J.F., ART-2 and multiscale ART-2 for on-line process fault detection validation via industrial case study, Annual Reviews in Control, 26, 113-127. (2002).

Aragon, J.C. , Percival, B.M. , Widrow, B., Cognitive memory and auto-associative neural network based search engine for computer and network located images and photographs, Patent number: 7333963 Issue date: February 19, 2008 (2005).

Araujo, R., Prune-able fuzzy ART neural architecture for robot map learning and navigation in dynamic environments, IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 17 Issue: 5 Pages: 1235-1249 (2006).

Arenas, A. , Cohen, Y. , Espinosa, G. , Giralt, F. , Yaffe, D., A Fuzzy ARTMAP-Based Quantitative Structure-Property Relationship (QSPR) for Predicting Physical Properties of Organic Compounds, Ind. Eng. Chem. Res. 2001, 40, 2757-2766. (2001).

Arenas, A. , Espinosa, G. , Giralt, F., An Integrated SOM-Fuzzy ARTMAP Neural System for the Evaluation of Toxicity, J. Chem. Inf. Comput. Sci., 42, 343-359. (2002).

Arkan, M. , Babu, V.S. , Bezdicek, J. , Chung, D. , Discenzo, F.M. , Flek, O. , Loparo, K.A. , Perovic, D.K. , Perovic, S. , Ryba, J. , Sladek, B. , Tusla, P. , Unsworth, P.J. , Zevchek, J.K., Motorized system integrated control and diagnostics using vibration, pressure, temperature, speed, and/or current analysis, Patent number: 7308322 Issue date: February 19, 2008 (2007).

Asfour, Y.R. , Carpenter, G.A. , Grossberg, S. , Lesher, G.W., Fusion ART An adaptive fuzzy network for multi channel classification, Proceedings of the Third International Conference on Industrial Fuzzy Control and Intelligent Systems (IFIS 93, Houston), Piscataway, NJ: IEEE Press, 155-160. (1993).

Asfour, Y.R. , Carpenter, G.A. , Grossberg, S. , Lesher, G.W., Fusion ART A neural network architecture for multi channel data fusion and classification, Proceedings of the World Congress on Neural Networks (WCNN 93), II 210-215 (1993).

Asfour, Y.R. , Carpenter, G.A. , Grossberg, S., Landsat satellite image segmentation using the fuzzy ARTMAP neural network, Proceedings of the World Congress on Neural Networks (WCNN-95), I-150-156. (1995).

Ash, A.S. , Carpenter, G.A. , Gaehde, S.A. , Markuzon, N. , Moskowitz, M.A., Predicting risk of an adverse event in complex medical data sets using fuzzy ARTMAP network, Artificial Intelligence in Medicine: Interpreting Clinical Data. Technical Report Series, Menlo Park, CA: AAAI Press, 93-96. (1994).

Ash, A.S. , Gaehde, S.A. , Markuzon, N. , Moskowitz, M.A., Comparison of regression modeling and neural network modeling for predicting postoperative adverse events, Journal of General Internal Medecine, 9, 39. (1994).

AshforthFrost, S. , Fontama, V.N. , Hartle, S.L. , Jambunathan, K., Using ART2 networks to deduce flow velocities, ARTIFICIAL INTELLIGENCE IN ENGINEERING Volume: 11 Issue: 2 Pages: 135-141 (1997).

Atanassov, K. , Georgiev, K. , Mengov, G. , Pulov, S. , Trifonov, T., Fast computation of a gated dipole field, NEURAL NETWORKS, Volume: 19, Issue: 10, Pages: 1636-1647 (2006).

Austvold, S.M. , Bigus, J.P. , Henckel, J.D. , Hospers, P.A., Enhanced neural network shell for application programs, Patent number: 5444824 Issue date: August 22, 1995 (1995).

Avni, Y. , Suchard, E., System for and method of web signature recognition system based on object map, Patent number: 6687390 Issue date: February 3, 2004 (2004).

Ayers, J.L. , Carpenter, G.A. , Currie, S. , Kinch, J., Which behavior does the lamprey central motor program mediate?, Science, 221, 1312-1314. (1983).

Azuaje, F., A Computational Neural Approach to Support the Discovery of Gene Function and Classes of Cancer, IEEE Transactions on Biomedical Engineering, Vol. 48, No. 3, March 2001 (2001).

Azuma, T. , Goldinger, S.D., Puzzle-solving science: the quixotic quest for units in speech perception, Journal of Phonetics. Volume 31, Issues 3-4, Temporal Integration in the Perception of Speech, 305-320 (2003).

Babu, V.S. , Discenzo, F.M. , Unsworth, P.J., Detection of pump cavitation/blockage and seal failure via current signature analysis, Patent number: 7099852 Issue date: August 29, 2006 (2006).

Balagani K.S. , Iyengar S.S. , Phoha V.V. , Rangarajan, S.K. , Selmic R.R., Adaptive neural network clustering of web users., Computer, Vol. 37 (4), 34-40. (2004).

Balaguer, E. , Lisboa, P.J.G. , MartinGuerrero, J.D. , Palomares, A. , SoriaOlivas, E., An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal, EXPERT SYSTEMS WITH APPLICATIONS Volume: 33 Issue: 3 Pages: 743-753 (2007).

Baloch, A.A. , Grossberg, S. , Mingolla, E. , Nogueira, C.A.M., A neural model of first-order and second-order motion perception and magnocellular dynamics, Journal of the Optical Society of America A, 16, 953-978 (1999).

Baloch, A.A. , Grossberg, S., A neural model of high-level motion processing: Line motion and formotion dynamics, Vision Research, 37, 3037-3059 (1997).

Banquet, J.P. , Grossberg, S., Probing cognitive processes through the structure of event-related potentials during learning: An experimental and theoretical analysis, Applied Optics, 26 , 4931-4946 (1987).

Barat, J.M. , Escriche, I. , GarciaBreijo, E. , Gil, L. , MartinezManez, R. , Soto, J., An electronic tongue for fish freshness analysis using a thick-film array of electrodes, MICROCHIMICA ACTA Volume: 163 Issue: 1-2 Pages: 121-129 (2008).

Barillaud, F., Use of adaptive resonance theory (ART) neural networks to compute bottleneck link speed in heterogeneous networking environments, Patent number: 6741568 Issue date: May 25, 2004 (1997).

Barillaud, F., Use of adaptive resonance theory to differentiate network device types (routers vs switches), Patent number: 6646996 Issue date: Nov 11, 2003 (1999).

Bartfai, G., An ART-based modular architecture for learning hierarchical clusterings, NEUROCOMPUTING Volume: 13 Issue: 1 Pages: 31-45 (1996).

Bartfai, G., On the match tracking anomaly of the ARTMAP neural network, NEURAL NETWORKS Volume: 9 Issue: 2 Pages: 295-308 (1996).

Bartlett, P.N. , Gardner, J.W. , Hines, E.L. , Llobet, E. , Mottram, T.T., Fuzzy ARTMAP based electronic nose data analysis, SENSORS AND ACTUATORS B-CHEMICAL Volume: 61 Issue: 1-3 Pages: 183-190 (1999).

Bebis, G. , Dagher, I. , Georgiopoulos, M. , Heileman, G.L., An Ordering Algorithm for Pattern Presentation in Fuzzy ARTMAP That Tends to Improve Generalization Performance, IEEE Transactions on Neural Networks, Vol. 10, No. 4, 768-778. (1999).

Bebis, G. , Dagher, I. , Georgiopoulos, M. , Heileman, G.L., Properties of learning of a Fuzzy ART Variant, NEURAL NETWORKS Volume: 12 Issue: 6 Pages: 837-850 (1999).

Bebis, G. , Fernlund, H. , Georgiopoulos, M. , Heileman, G.L., Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter, Effect of the Choice Parameter. Volume 9, Issue 9, Pages 1541-1559 (1996).

Belfore, L.A. , Rodermel, S.R. , Ropella, K.M. , Tumer, M.B., A syntactic methodology for automatic diagnosis by analysis of continuous time measurements using hierarchical signal representations, IEEE Transactions on Systems, Man, and Cybernetics, Volume 33, Issue 6, Pages:951 - 965 (2003).

Berzhanskaya, J. , Grossberg, S. , Mingolla, E., Laminar cortical dynamics of visual form and motion interactions during coherent object motion perception, Spatial Vision, 20(4):337-395 (2007).

Bhatt, R. , Carpenter, G.A. , Grossberg, S., Texture segregation by visual cortex: Perceptual grouping, attention, and learning, Vision Research, 47, 3173-3221. (2007).

Bhatt, R. , Hinds, O. , Shiffer, M. , Versace, M., Predicting the exchange traded fund DIA with a combination, Expert Systems with Applications 27, 417?425 (2004).

Bhavsar, V.C. , Chen, M. , Ghorbani, A.A., Incremental communication for adaptive resonance theory networks, IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 16 Issue: 1 Pages: 132-144 (2005).

Boardman, I. , Cohen, C. , Grossberg, S., Neural dynamics of variable-rate speech categorization, Journal of Experimental Psychology: Human Perception and Performance, 23, 418-503 (1997).

Boardman, I. , Cohen, M. , Grossberg, S. , Myers, C.W., Neural dynamics of perceptual order and context effects for variable-rate speech syllables, Perception & Psychophysics, 6, 1477-1500 (1999).

Bortolozzi, F. , Murshed, N. , Sabourin, R., Off-line signature verification using Fuzzy ARTMAP neural network, Proceedings of the IEEE - International Conference on Neural Networks (ICNN 95), pp. 2179-2184. Perth, 1995. (1995).

Bortolozzi, F. , Murshed, N. , Sabourin, R., Off-line signature verification, without a priori knowledge of class. A new approach, Proceedings of the Third International Conference on Document Analysis and Recognition (ICDAR 95), Vol. I, pp. 191-196. Montreal, 1995. (1995).

Bortolozzi, F. , Murshed, N. , Sabourin, R., Classification of cancerous cells based on the one-class problem approach, In Applications and Science of Artificial Neural Networks II - Proceeding of the SPIE, vol. 2760, pp. 487-494, Orlando, 1996. (1996).

Bortolozzi, F. , Murshed, N. , Sabourin, R., A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach, Proceedings of 13th International Conference on Pattern Recognition (ICPR 96), Vol. IV, pp. 478-482. Vienna, 1996. (1996).

Bortolozzi, F. , Murshed, N. , Sabourin, R., Off-line signature verification, without a priori knowledge of class w2 A new approach, Proceedings of the Third International Conference on Document Analysis and Recognition (ICDAR 95), Vol. I, pp. 191-196. Montreal, 1995. (1995).

Bortolozzi, F. , Murshed, N., A Fuzzy ARTMAP Module for Graphics Symbol Recognition, In Proceedings of the International Joint Conference on Neural Networks, Vol. 3, IEEE Press, 1998, pp 1700-1705. (1998).

Bradski, G. , Carpenter, G.A. , Grossberg, S., STORE working memory networks for storage and recall of arbitrary temporal sequences, Biological Cybernetics, 71, 469-480 (1994).

Bradski, G. , Carpenter, G.A. , Grossberg, S., Working memories for storage and recall of arbitrary temporal sequences, Proceedings of the International Joint Conference on Neural Networks (IJCNN 92), II 57-62. (1992).

Bradski, G. , Carpenter, G.A. , Grossberg, S., Working memory networks for learning multiple groupings of temporally ordered events: applications to 3-D visual object recognition, Proceedings of the International Joint Conference on Neural Networks (IJCNN 91), Piscataway, NJ: IEEE Service Center, I 723-728. (1991).

Bradski, G. , Carpenter, G.A. , Grossberg, S., Working memory networks for learning temporal order with application to 3-D visual object recognition, Neural Computation, 4, 270-286 (1992).

Bradski, G. , Grossberg, S., Fast learning VIEWNET architectures for recognizing 3-D objects from multiple 2-D views, Neural Networks, 8, 1053-1080 (1995).

Brannon, N.G. , Draelos, T.J. , Seiffertt, J.E. , Wunsch, D.C., Coordinated machine learning and decision support for situation awareness, Neural Networks Volume: 22 Issue: 3, Sp. Iss. SI Pages: 316-325 (2009).

Brown, J.W. , Bullock, D. , Grossberg, S., How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades, Neural Networks, 17, 471-510 (2005).

Brown, J.W. , Bullock, D. , Grossberg, S., How the basal ganglia use parallel excitatory and inhibitory learning pathways to selectively respond to unexpected rewarding cues, Journal of Neuroscience, 19, 10502-10511 (1999).

Bullock, D. , Carpenter, G.A. , Grossberg, S., Self organizing neural network architectures for adaptive pattern recognition and robotics, In P. Antognetti & V. Milutinovic (Eds.), Neural Networks: Concepts, Applications, and Implementations, I, Englewood Cliffs, NJ: Prentice Hall, 33-53. (1991).

Bullock, D. , Cisek, P. , Grossberg, S., Cortical networks for control of voluntary arm movements under variable force conditions, Cerebral Cortex, 8 , 48-62 (1998).

Bullock, D. , Cisek, P. , Grossberg, S., A cortico-spinal model of reaching and proprioception under multiple task constraints, Journal of Cognitive Neuroscience, 10 , 425-444 (1998).

Bullock, D. , ContrerasVidal, J.L. , Grossberg, S., A neural model of cerebellar learning for arm movement control: Cortico-spino-cerebellar dynamics, Learning and Memory, 3, 475-502 (1997).

Bullock, D. , Fiala, J.C. , Grossberg, S., Metabotropic glutamate receptor activation in cerebellar Purkinje cells as substrate for adaptive timing of the classically conditioned eye blink response, Journal of Neuroscience, 16, 3760-3774 (1996).

Bullock, D. , Greve, D. , Grossberg, S. , Guenther, F.H., Neural representations for sensory-motor control, III: Learning a body-centered representation of 3-D target position, Journal of Cognitive Neuroscience, 6, 341-358 (1994).

Bullock, D. , Greve, D. , Grossberg, S. , Guenther, F.H., Neural representations for sensory-motor control, II: Learning a head-centered visuomotor representation of 3-D target position, Neural Networks, 6, 43-67 (1993).

Bullock, D. , Grossberg, S. , Guenther, F.H., A self-organizing neural model of motor equivalent reaching and tool use by a multijoint arm, Journal of Cognitive Neuroscience, 5, 408-435 (1993).

Bullock, D. , Grossberg, S. , Mannes, C., A neural network model for cursive script production, Biological Cybernetics, 70, 15-28 (1993).

Bullock, D. , Grossberg, S., Emergence of tri-phasic muscle activation from the nonlinear interactions of central and spinal neural network circuits, Human Movement Science, 11, 157-167 (1992).

Bullock, D. , Grossberg, S., Adaptive neural networks for control of movement trajectories invariant under speed and force rescaling, Human Movement Science, 10, 3-53 (1991).