Browse by Citation

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

Bullock, D. , Grossberg, S., Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation, Psychological Review, 95 , 49-90 (1988).

Buxton, P.M. , Martin, E.M. , Tabor, E.P. , Zalzala, A.M.S., Methods and Appartus for Data Analysis, Patent number: 7225107 Issue date: May 29, 2007 (2007).

Buydens, L. , Cammann, K. , Feldhoff, R. , Huth-Fehre, T. , Kantimm, T. , Wienke, D. , van den Broek, W., Adaptive resonance theory based neural network for supervised chemical pattern recognition (FuzzyARTMAP) [2] Classification of post-consumer plastics by remote NIR spectroscopy using an InGaAs diode a, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS Volume: 32 Issue: 2 Pages: 165-176 (1996).

Buydens, L. , Cammann, K. , Feldhoff, R. , Kantimm, T. , Melssen, W. , Quick, L. , Wienke, D. , Winter, F. , van der Broek, W. , HuthFehre, T., Comparison of an adaptive resonance theory based neural network (ART-2a) against other classifiers for rapid sorting of post consumer plastics by remote near-infrared spectroscopic sensing using an In, Analytica Chimica Acta, Volume 317, 1-16 (1995).

Buydens, L. , Devillers, J. , Domine, D.M.C. , Wienke, D., ART 2-A for optimal test series design in QSAR, Journal of Chemical Information and Computer Sciences 37(1): 10-17 (1997).

Buydens, L. , Wienke, D., Adaptive resonance theory based neural networks - the ‘ART’ of real-time pattern recognition in chemical process monitoring?, Trends in Analytical Chemistry, Volume 14, Issue 8, 398-406 (1995).

Buydens, L. , Wienke, D., Adaptive resonance theory based neural network for supervised chemical pattern recognition (FuzzyARTMAP) [1] Theory and network properties, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS Volume: 32 Issue: 2 Pages: 151-164 (1996).

Caglayan, A. , Jacoby, J. , Jones, R. , Kumar, K. , Mazzu, J. , Snorrason, M., Learn Sesame - A Learning Agent Engine, Applied Artificial Intelligence, 1 July 1997, vol. 11, no. 5, pp. 393-41 (20) (1997).

Cameron, S. , Grossberg, S. , Guenther, F.H., A self-organizing neural network architecture for navigation using optic flow, Neural Computation,10, 313-352 (1998).

Campos, M.M. , Carpenter, G.A., S-TREE: Self-organizing trees for data clustering and online vector quantization, Neural Networks, 14, 505-525. (2001).

Campos, M.M. , Carpenter, G.A., WSOM: Building adaptive wavelets with self-organizing maps, Proceedings of the International Joint Conference on Neural Networks (IJCNN 98), Piscataway, NJ: IEEE Press, 763-767. (1998).

Campos, M.M. , Carpenter, G.A., Building adaptive basis functions with a continuous SOM, Proceedings of the Third International Conference on Computational Intelligence and Neuroscience (CI&N 98). (1998).

Campos, M.M. , Carpenter, G.A., Building adaptive basis functions with a continuous self-organizing map, Neural Processing Letters, 11, 59-78. (2000).

CanoIzquierdo, J.M. , Dimitriadis, Y.A. , GomezSanchez, E. , LopezCoronado, J., Learning from noisy information in FasArt and FasBack neuro-fuzzy systems, Neural Networks Volume: 14 Issue: 4-5 Pages: 407-25 (2001).

Cao, Y. , Grossberg, S., A laminar cortical model of stereopsis and 3D surface perception: Closure and da Vinci stereopsis, Spatial Vision, 18, 515-578 (2005).

Cao, Y. , Wu, J., Dynamics of projective adaptive resonance theory model: the foundation of PART algorithm, IEEE Transactions on Neural Networks, vol.15, no.2, 245-260 (2004).

Cao, Y. , Wu, J., Projective ART for clustering data sets in high dimensional spaces, NEURAL NETWORKS Volume: 15 Issue: 1 Pages: 105-120 (2002).

Capps, D. , Caudell, T.P. , Marks, R.J. , Wunsch, D.C., An optoelectronic implementation of the adaptive resonance neural network, IEEE Transactions on Neural Networks, 4(4), 673-684 (1993).

Card, H.C. , Vlajic, N., Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering, clustering IEEE TRANSACTIONS ON NEURAL NETWORKS Volume: 12 Issue: 5 Pages: 1147-1162 (2001).

Carpenter, G.A. , Grossberg, S. , Rosen, D.B., U.S. Patent No. 5,157,738: Rapid category learning and recognition system, U.S. Patent No. 5,157,738: Rapid category learning and recognition system (1992).

Carpenter, G.A. , Grossberg, S., U.S. Patent No. 5,142,590: Pattern recognition system, U.S. Patent No. 5,142,590: Pattern recognition system (1992).

Carpenter, G.A. , Grossberg, S., U.S. Patent Nos. 4,914,708 and 5,133,021: System for self-organization of stable category recognition codes for analog patterns, U.S. Patent Nos. 4,914,708 and 5,133,021: System for self-organization of stable category recognition codes for analog patterns (1992).

Carpenter, G.A. , Grossberg, S., U.S. Patent No. 5,311,601: Pattern recognition system with variable selection weights, U.S. Patent No. 5,311,601: Pattern recognition system with variable selection weights (1994).

Carpenter, G.A. , Chelian, S.F., DISCOV: A Neural Model of Colour Vision, with Applications to Image Processing and Classification, Proceedings of AIC05: 10th Congress of the International Colour Association, May 9-13, 2005, Granada, Spain (2005).

Carpenter, G.A. , Chelian, S.F., CEDI:  A neural model of colour vision, with applications to image processing and classification, AIC05: 10th Congress of the International Colour Association, May 9-13, 2005, Granada, Spain. (2005).

Carpenter, G.A. , Cohen, M. , Grossberg, S., Computing with neural networks: The role of symmetry, Science, 235, 1226-1227 (1987).

Carpenter, G.A. , Egbert, D. , Goodman, P. , Grossberg, S. , Grover, F. , Hammermeister, K. , Kaburlasos, V. , Marshall, G. , Reynolds, J.H., Fuzzy ARTMAP neural network prediction of heart surgery mortality, Wang Institute Conference on Neural Networks, 48. (1992).

Carpenter, G.A. , Egbert, D. , Goodman, P. , Grossberg, S. , Hartz, A.J. , Kaburlasos, V. , Reynolds, J.H. , Rozen, D.B., Fuzzy ARTMAP neural network compared to linear discriminant analysis prediction of the length of hospital stay in patients with pneumonia, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics. (Chicago, October, 1992) I, New York: IEEE Press, 748 753. (1992).

Carpenter, G.A. , Ersoy, B. , Grossberg, S., Brain categorization:  learning, attention, and consciousness, Proceedings of the International Joint Conference on Neural Networks (IJCNN?05), Montreal. (2005).

Carpenter, G.A. , Franklin, J. , Gopal, S. , Macomber, S. , Martens, S. , Woodcock, C.E., A neural network method for efficient vegetation mapping, Remote Sensing of Environment, 70, 326-338. (1999).

Carpenter, G.A. , Gaddam, C.S. , Mingolla, E., CONFIGR: A vision-based model for long-range figure completion, Neural Networks - Volume 20, 1109-1131 (2007).

Carpenter, G.A. , Gaddam, C.S., Biased ART: A neural architecture that shifts attention toward previously disregarded features following an incorrect prediction, Technical Report CAS/CNS TR-2009-003 (2009).

Carpenter, G.A. , Gaudiano, P. , Martens, S., Neural sensor fusion for spatial visualization on a mobile robot, Proceedings of the SPIE International Symposium on Intelligent Systems and Advanced Manufacturing (Boston, November, 1998) (1998).

Carpenter, G.A. , Gaudiano, P. , Martens, S., Mobile robot sensor fusion with fuzzy ARTMAP, Proceedings of the 1998 IEEE International Symposium on Computational Intelligence in Robotics and Automation (ISIC/CIRA/ISAS 98), Piscataway, NJ: IEEE Press, 307-312. (1998).

Carpenter, G.A. , Gjaja, N.M. , Gopal, S. , Markuzon, N. , Woodcock, C.E., ART and ARTMAP neural networks for applications: Self-organizing learning, recognition, and prediction, In L.C. Jain (Ed.), Soft Computing Techniques in Knowledge-Based Intelligent Systems in Engineering, New York: Springer-Verlag, 279-317. (1997).

Carpenter, G.A. , Gjaja, N.M. , Gopal, S. , Woodcock, C.E., ART neural networks for remote sensing image analysis, Technical Report CAS/CNS TR-99-007, Boston, MA: Boston University. (1999).

Carpenter, G.A. , Gjaja, N.M., Fuzzy ART choice functions, Proceedings of the World Congress on Neural Networks (WCNN 94), Hillsdale, NJ: Lawrence Erlbaum Associates, I 713-722. (1994).

Carpenter, G.A. , Gopal, S. , Macomber, S. , Martens, S. , Woodcock, C.E., A Neural Network Method for Mixture Estimation for Vegetation Mapping, Remote Sensing of Environment, 70, 138-152. (1999).

Carpenter, G.A. , Gopal, S. , Shock, B.M. , Woodcock, C.E., ARTMAP neural network classification of land use change, Proceedings of the World Congress on Computers in Agriculture and Natural Resources, Igua?a Falls, Brazil, September, 2001. (2001).

Carpenter, G.A. , Gopal, S. , Shock, B.M. , Woodcock, C.E., A neural network method for land use change classification, with application to the Nile River delta, Submitted to IEEE Transactions on Geoscience and Remote Sensing. (2003).

Carpenter, G.A. , Govindarajan, K.K., Evaluation of speaker normalization methods for vowel recogntion using fuzzy ARTMAP and K NN, Proceedings of the World Congress on Neural Networks (WCNN 93), III 397-404 (1993).

Carpenter, G.A. , Govindarajan, K.K., Neural network and nearest neighbor comparison of speaker normalization methods for vowel recognition, In S. Gielen & B. Kappen (Eds.), Proceedings of the International Conference on Artificial Neural Networks (ICANN 93), London, UK: Springer Verlag, 412-415. (1993).

Carpenter, G.A. , Grossberg, S. , Iizuka, K., Comparative performance measures of fuzzy ARTMAP, learned vector quantization, and back propagation, Proceedings of the International Joint Conference on Neural Networks (IJCNN 92), I 794-799 (1992).

Carpenter, G.A. , Grossberg, S. , Lesher, G.W., The what-and-where filter: A spatial mapping neural network for object recognition and image understanding, Computer Vision and Image Understanding, 69, 1-22. (1998).

Carpenter, G.A. , Grossberg, S. , Markuzon, N. , Reynolds, J.H. , Rosen, D.B., Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps, IEEE Transactions on Neural Networks, 3, 698-713. (1992).

Carpenter, G.A. , Grossberg, S. , Markuzon, N. , Reynolds, J.H. , Rosen, D.B., Supervised learning by adaptive resonance neural networks, In M. Marinaro & G. Scarpetta (Eds.), Structure: From Physics to General Systems, 2. Festschrift volume in honor of the 70th birthday of Professor Eduardo R. Caianiello. Singapore: World Scientific Publishing Co., 36-47. (1993).

Carpenter, G.A. , Grossberg, S. , Mehanian, C, Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation, Neural Networks, 2, 169-181. (1989).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network, Neural Networks, 4, 565-588. (1991).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., A fuzzy ARTMAP nonparametric probability estimator for non-stationary pattern recognition problems, IEEE Trans. Neural Networks. Vol. 6, No. 6, 1330-1336. (1995).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., Fuzzy ARTMAP, Slow Learning, and Probability Estimation, Proceedings of the World Congress on Neural Networks (WCNN 93), II 26-30. (1993).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., A neural network architecture for fast on line supervised learning and pattern recognition, In H. Wechsler (Ed.), Neural Networks for Perception. Volume 1: Human and Machine Perception, New York: Academic Press, 248-264. (1992).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., A self organizing ARTMAP neural architecture for supervised learning and pattern recognition, In T. Kohonen, K. M?kasira, O. Simula, & J. Kangas (Eds.), Artificial Neural Networks, Amsterdam: North Holland/Elsevier Science Publishing, I 31-36. (1991).

Carpenter, G.A. , Grossberg, S. , Reynolds, J.H., U.S. Patent No. 5,214,715: Predictive self-organizing neural network, U.S. Patent No. 5,214,715: Predictive self-organizing neural network (1993).

Carpenter, G.A. , Grossberg, S. , Rosen, D.B., ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition, Neural Networks, 4, 493-504. (1991).

Carpenter, G.A. , Grossberg, S. , Rosen, D.B., Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks, 4, 759-771. (1991).

Carpenter, G.A. , Grossberg, S. , Rosen, D.B., A neural network realization of fuzzy ART, Technical Report CAS/CNS-TR-91-021, Boston, MA: Boston University. (1991).

Carpenter, G.A. , Grossberg, S. , Rozen, D.B., Rapid category learning and recognition system, Patent number: 5157738 Issue date: Oct 20, 1992 (2002).

Carpenter, G.A. , Grossberg, S., Adaptive Resonance Theory, In M.A. Arbib (Ed.), The Handbook of Brain Theory and Neural Networks, Second Edition, Cambridge, MA: MIT Press, 87-90. (2003).

Carpenter, G.A. , Grossberg, S., Integrating symbolic and neural processing in a self-organizing architecture for pattern recognition and prediction, In V. Honavar & L. Uhr (Eds.), Artificial Intelligence and Neural Networks: Steps Toward Principled Integration, San Diego, CA: Academic Press, 387-421. (1994).

Carpenter, G.A. , Grossberg, S., ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures, Neural Networks, 3(2), 129-152 (1990).

Carpenter, G.A. , Grossberg, S., ART 2: Self organization of stable category recognition codes for analog input patterns, Applied Optics : Special Issue on Neural Networks, 26, 4919-4930. (1987).

Carpenter, G.A. , Grossberg, S., A massively parallel architecture for a self organizing neural pattern recognition machine, Computer Vision, Graphics, and Image Processing, 37(1), 54-115. (1987).

Carpenter, G.A. , Grossberg, S., Normal and amnesic learning, recognition, and memory by a neural model of cortico hippocampal interactions, Trends in Neuroscience, 16(4), 131-137. (1993).

Carpenter, G.A. , Grossberg, S., The ART of adaptive pattern recognition by a self organizing neural network, Computer: Special Issue on Artificial Neural Systems, 21, 77-88. (1988).

Carpenter, G.A. , Grossberg, S., A neural theory of circadian rhythms: Split rhythms, after effects, and motivational interactions, Journal of Theoretical Biology, 113(1), 163-223. (1985).

Carpenter, G.A. , Grossberg, S., A neural theory of circadian rhythms: The gated pacemaker, Biological Cybernetics, 48, 35-59. (1983).

Carpenter, G.A. , Grossberg, S., Neural dynamics of category learning and recognition: Attention, memory consolidation, and amnesia, In J.L. Davis, R.W. Newburgh, & E.J. Wegman (Eds.), Brain Structure, Learning, and Memory, AAAS Selected Symposia Series, 105, 233-290. (1988).

Carpenter, G.A. , Grossberg, S., Adaptation and transmitter gating in vertebrate photoreceptors, Journal of Theoretical Neurobiology, 1, 1-42. (1981).

Carpenter, G.A. , Grossberg, S., A self organizing neural network for supervised learning, recognition, and prediction, IEEE Communications Magazine, 30(September), 38-49. (1992).

Carpenter, G.A. , Grossberg, S., Distributed hypothesis testing, attention shifts, and transmitter dynamics during the self-organization of brain recognition codes, In H.G. Schuster & W. Singer (Eds.), Nonlinear Dynamics and Neuronal Networks, New York: Springer-Verlag, 305-334 (1991).

Carpenter, G.A. , Grossberg, S., A neural network architecture for autonomous learning, recognition, and prediction in a nonstationary world, In S.F. Zornetzer, J.L. Davis, C. Lau, & T. McKenna (Eds.), An Introduction to Neural and Electronic Networks, Second Edition, San Diego, CA: Academic Press, 465-482. (1995).

Carpenter, G.A. , Grossberg, S., Learning, categorization, rule formation, and prediction by fuzzy neural networks, In C.H. Chen (Ed.) Fuzzy Logic and Neural Network Handbook, New York: McGraw-Hill, 1.3-1.45. (1996).

Carpenter, G.A. , Grossberg, S., Search mechanisms for Adaptive Resonance Theory (ART) architectures, Proceedings of the IEEE/INNS International Joint Conference on Neural Networks, I, 201-205. (1989).

Carpenter, G.A. , Grossberg, S., Invariant pattern recognition and recall by an attentive ART architecture in a nonstationary world, Proceedings of the IEEE First International Conference on Neural Networks, II, 737-745. (1987).

Carpenter, G.A. , Grossberg, S., ART: Self-organizing neural networks for learning and memory of cognitive recognition codes, Proceedings of the 12th Annual Conference of the Cognitive Science Society, Hillsdale, NJ: Erlbaum Associates, 1032-1034. (1990).

Carpenter, G.A. , Grossberg, S., Mammalian circadian rhythms: A neural network model, In G.A. Carpenter (Ed.), Some Mathematical Questions in Biology Circadian Rhythms, American Mathematical Society, Lectures on Mathematics in the Life Sciences, 19, 151-203. (1987).

Carpenter, G.A. , Grossberg, S., Neural dynamics of category learning and recognition: Structural invariants, evoked potentials, and reinforcement, In M.L. Commons, R.J. Herrnstein, S.M. Kosslyn, & D.B. Mumford (Eds.), Quantitative Analyses of Behavior, IX: Computational and Clinical Approaches to Pattern Recognition and Concept Formation, Hillsdale, NJ: Erlbaum Associates, 23-49. (1990).

Carpenter, G.A. , Grossberg, S., Absolutely stable learning of recognition codes by a self-organizing neural network, In J.S. Denker (Ed.), Neural Networks for Computing, American Institute of Physics, 151, 77-85. (1986).

Carpenter, G.A. , Grossberg, S., Category learning and adaptive pattern recognition: A neural network model, Proceedings of the 3rd Army Conference on Applied Mathematics and Computing, ARO Report 86-1, 37-56. (1985).

Carpenter, G.A. , Grossberg, S., A neural theory of circadian rhythms: Aschoffs rule in diurnal and nocturnal mammals, American Journal of Physiology (Regulatory, Integrative and Comparative Physiology), 247 (1984).

Carpenter, G.A. , Grossberg, S., Hierarchical pattern recognition system with variable selection weights, Patent number: 5311601 Issue date: May 10, 1994 (1994).

Carpenter, G.A. , Grossberg, S., Pattern recognition system, Patent number: 5142590 Issue date: Aug 25, 1992 (1992).

Carpenter, G.A. , Kopco, N., PointMap: A real-time memory-based learning system with on-line and post-training pruning, International Journal of Hybrid Intelligent Systems, 1(2), 57-71. (2004).

Carpenter, G.A. , Markuzon, N., ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases, Neural Networks, 11, 323-336. (1998).

Carpenter, G.A. , Martens, S. , Mingolla, E. , Ogas, O. J. , Sai, C., Biologically Inspired Approaches to Automated Feature Extraction and Target Recognition, Proceedings of the 33rd Applied Imagery Pattern Recognition Workshop (AIPR 2004), Los Alamitos, CA: IEEE Computer Society, 61-65. (2004).

Carpenter, G.A. , Martens, S. , Ogas, O. J., Self-Organizing information fusion and hierarchical knowledge discovery: a new framework using ARTMAP neural networks, Neural Networks, 18(3), 287-295 (2005).

Carpenter, G.A. , Martens, S., Self-organizing hierarchical knowledge discovery by an ARTMAP information fusion system, Proceedings of the International Joint Conference on Neural Networks (IJCNN05), Montreal. (2005).

Carpenter, G.A. , Milenova, B. , Noeske, B., Distributed ARTMAP: a neural network for fast distributed supervised learning, Neural Networks 11 (1998) 793-813 (1998).

Carpenter, G.A. , Milenova, B., ART neural networks for medical data analysis and fast distributed learning, In Helge Malmgren, Magnus Borga, and Lars Niklasson (Eds.), Artificial Neural Networks in Medicine and Biology. Proceedings of the ANNIMAB-1 Conference, G?teborg, Sweden, 13-16 May 2000, London: Springer-Verlag, 10-17. (2000).

Carpenter, G.A. , Milenova, B., Redistribution of synaptic efficacy supports stable pattern learning in neural networks, Neural Computation, 14, 873-888. (2002).

Carpenter, G.A. , Milenova, B., Distributed ARTMAP, Proceedings of the International Joint Conference on Neural Networks (IJCNN 99), CD-ROM (IEEE Catalog Number: 99CH36339C): #3022. Session 5.13. (1999).

Carpenter, G.A. , Parsons, O., ARTMAP neural networks for information fusion and data mining: Map production and target recognition, Neural Networks, 16(7), 1075-1089 (2003).

Carpenter, G.A. , Ravindran, A., Unifying multiple knowledge domains using the ARTMAP information fusion system, Proceedings of the 11th International Conference on Information Fusion at Cologne, Germany, June 30-July 3 (2008).

Carpenter, G.A. , Ravindran, A., Searching the sky with CONFIGR-STARS, Submitted to Neural Networks (2009).

Carpenter, G.A. , Ross, W.D., ART-EMAP: A neural network architecture for object recognition by evidence accumulation, IEEE Transactions on Neural Networks, 6, 805-818. (1995).

Carpenter, G.A. , Ross, W.D., 3-D object recognition by the ART EMAP evidence accumulation network, Proceedings of the World Congress on Neural Networks (WCNN 94), I 749-758. (1994).

Carpenter, G.A. , Rubin, M.A. , Streilein, M.A., ARTMAP-FD: Familiarity discrimination applied to radar target recognition, Proceedings of the International Conference on Neural Networks (ICNN 97), 3, Piscataway, NJ: IEEE Press, 1459-1464. (1997).

Carpenter, G.A. , Rubin, M.A. , Streilein, W.W., Threshold determination for ARTMAP-FD familiarity discrimination, In C.H. Dagli, M. Akay, O. Ersoy, B.R. Fernandez, & A. Smith (Eds.), Smart Engineering Systems: Neural Networks, Fuzzy Logic, Data Mining, and Evolutionary Programming, 7, (Proceedings of the Artificial Neural Networks in Engineering Conference - ANNIE 97 (1997).

Carpenter, G.A. , Streilein, W.W., ARTMAP-FTR: A neural network for fusion target recognition, with application to sonar classification, AeroSense: Proceedings of SPIE s 12th Annual Symposium on Aerospace/Defense Sensing, Simulation, and Control. Orlando, April 13-17, 1998, Bellingham, WA: Society of Photo-Optical Instrumentation Engineers. (1998).

Carpenter, G.A. , Tan, A., Rule extraction: From neural architecture to symbolic representation, Connection Science, 7, 3-27 (1995).