• Jean-Paul Banquet and Stephen Grossberg. Probing cognitive processes through the structure of event-related potentials during learning: An experimental and theoretical analysis. Applied Optics, 26(23):4931–4946, 1987. (doi:10.1364/AO.26.004931)
• Gail A. Carpenter and Stephen Grossberg. A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics and Image Processing, 37(1):54–115, 1987. (doi:10.1016/S0734-189X(87)80014-2)
• Gail A Carpenter and Stephen Grossberg. Invariant pattern recognition and recall by an attentive self-organizing ART architecture in a nonstationary world. In Proceedings of the IEEE First International Conference on Neural Networks, 1987.
• Gail A. Carpenter and Stephen Grossberg. Neural dynamics of category learning and recognition: attention, memory consolidation, and amnesia. Advances in Psychology, 42:233–290, 1987. (doi:10.1016/S0166-4115(08)60911-5)
• Stephen Grossberg. Competitive learning: From interactive activation to adaptive resonance. Cognitive Science, 11(1):23–63, 1987. (doi:10.1016/S0364-0213(87)80025-3)
• Gail A. Carpenter and Stephen Grossberg. The ART of Adaptive Pattern Recognition By a Self-Organizing Neural Network, 1988. (doi:10.1109/2.33)
• Stephen Grossberg. Nonlinear neural networks: Principles, mechanisms, and architectures. Neural Networks, 1:17–61, 1988. (doi:10.1016/0893-6080(88)90021-4)
• Stephen Grossberg, Daniel S. Levine, and Nestor A. Schmajuk. Predictive regulation of associative learning in a neural network by reinforcement and attentive feedback. International Journal of Neurology, 21-22:83–104, 1988.
• Gail A. Carpenter and Stephen Grossberg. Search mechanisms for adaptive resonance theory (ART) architectures. In Proceedings of the International Joint Conference on Neural Networks (IJCNN), 1989.
• Gail A. Carpenter and Stephen Grossberg. ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures. Neural Networks, 3:129–152, 1990. (doi:10.1016/0893-6080(90)90085-Y)
• Gail A. Carpenter and Stephen Grossberg. ART: Self-Organizing Neural Networks for Learning and Memory of Cognitive Recognition Codes. In Proceedings of the 12th Annual Conference of the Cognitive Science Society, 1990.
• Gail A. Carpenter and Stephen Grossberg. Distributed Hypothesis Testing, Attention Shifts, and Transmitter Dynamics During the Self-Organization of Brain Recognition Codes. In P. Schuster and W. Singer, editors, Nonlinear Dynamics and Neuronal Networks. Springer-Verlag, New York, 1991.
• Gail A. Carpenter, Stephen Grossberg, and John Reynolds. ARTMAP: A Self-Organizing Neural Network Architecture for Fast Supervised Learning and Pattern Recognition. In T. Kohonen, K. Makisara, O. Simula, and J. Kangas, editors, Artificial Neural Networks. Elsevier Science Publishers, 1991.
• Gail A. Carpenter, Stephen Grossberg, and John H. Reynolds. ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4(5):565–588, 1991. (doi:10.1016/0893-6080(91)90012-T)
• Gail A. Carpenter, Stephen Grossberg, and David B. Rosen. ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition. Neural Networks, 4(4):493–504, 1991. (doi:10.1016/0893-6080(91)90045-7)
• Gail A. Carpenter and Stephen Grossberg. A Self-Organizing Neural Network For Supervised Learning, Recognition, and Prediction. IEEE Communications Magazine, 30(9):38–49, 1992. (doi:10.1038/355161a0)
• G. Carpenter, S. Grossberg, and K. Iizuka. Comparative performance measures of fuzzy ARTMAP, learned vector quantization, and back propagation for handwritten character recognition. In International Joint Coference on Neural Networks (IJCNN), pages 794–799, 1992. (doi:10.1109/IJCNN.1992.287090)
• G. A. Carpenter, S. Grossberg, N. Markuzon, John H. Reynolds, and David B. Rosen. Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks, 3(5):220–226, 1992.
• Gail A. Carpenter, Stephen Grossberg, Natalya Markuzon, John H. Reynolds, and David B. Rosen. Attentive supervised learning and recognition by an adaptive resonance system. In Gail A. Carpenter and Stephen Grossberg, editors, Neural Networks for Vision and Image Processing. MIT Press, Cambridge, MA, 1992.
• Philip H. Goodman, Vassilis G. Kaburlasos, Dwight D. Egbert, Gail A. Carpenter, Stephen Grossberg, John H. Reynolds, David B. Rosen, and Arthur J. Hartz. Fuzzy ARTMAP Neural Network Compared to Linear Discriminant Analysis Prediction of the Length of Hospital Stay in Patients with Pneumonia. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1992.
• Gail A. Carpenter. Distributed Outstar Learning and the Rules of Synaptic transmission. In Proceedings of the World Congress on Neural Networks, 1993.
• Gail A. Carpenter and Krishna K. Govindarajan. Neural Network and Nearest Neighbor Comparison of Speaker Normalization Methods for Vowel Recognition, 1993.
• Gail A. Carpenter and Stephen Grossberg. A Neural Network Architecture for Autonomous Learning, Recognition, and Prediction in a Nonstationary World. Technical Report CAS/CNS-TR-93-049, 1993.
• Gail A. Carpenter and Stephen Grossberg. Integrating Symbolic and Neural Processing in a Self-Organizing Architecture for Pattern Recognition and Prediction. In Vasant Hovanar and Leonard Uhr, editors, Artificial Intelligence and Neural Networks: Steps Toward Principled Integration. Academic Press, Boston, 1993.
• G. A. Carpenter, S. Grossberg, and J. H. Reynolds. Fuzzy ARTMAP, slow learning and probability estimation. Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1993.
• Hiromi Ogi, Hideo Tanaka, Yoshiakira Akimoto, and Yoshio Izui. Abnormality Diagnosis of GIS Using Adaptive Resonance Theory. Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems (ANNPS), 1993.
• Gail A. Carpenter. Fuzzy ART. In Bart Kosko, editor, Fuzzy Engineering. Prentice Hall, Carmel, IN, 1994.
• Gail A. Carpenter and Marin N. Gjaja. Fuzzy ART Choice Functions. In Proceedings of the World Congress on Neural Networks (WCNN'94), 1994.
• Natalya Markuzon, Stephan A. Gaehde, Arlene S. Ash, Gail A. Carpenter, and Mark A. Moskowitz. 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, pages 93–96, 1994.
• G. A. Carpenter and Tan Ah-Hwee. Rule extraction: From neural architecture to symbolic representation. Connection Science, 7(1), 1995.
• Gail A. Carpenter, Stephen Grossberg, and John H. Reynolds. A Fuzzy ARTMAP Nonparametric Probability Estimator for Nonstationary Pattern Recognition Problems. IEEE Transactions on Neural Networks, 6(6):1330–1336, 1995. (doi:10.1109/72.471374)
• Nabeel A. Murshed, Flavio Bortolozzi, and Robert Sabourin. Off-Line Signature Verification Using Fuzzy ARTMAP Neural Network. In Proceedings of the IEEE International Conference on Neural Networks, volume 27, pages 2539–2544, 1995. (doi:10.1109/IJCNN.2007.4371358)
• G. A. Carpenter. Distributed activation, search, and learning by ART and ARTMAP neural networks. CAS/CNS Technical Report Series, pages 1–6, 1996.
• Gail A. Carpenter and Stephen Grossberg. Learning, Categorization, Rule Formation, and Prediction by Fuzzy Neural Networks. In C. H. Chen, editor, Fuzzy logic and neural network handbook. McGraw-Hill, Inc., Hightstown, NJ, 1996.
• Gail A. Carpenter and Stephen Grossberg. Learning, Categorization, Rule Formation, and Prediction by Fuzzy Neural Networks. In C. H. Chen, editor, Fuzzy logic and nural network handbook. McGraw-Hill, Inc., Hightstown, NJ, 1996.
• Michael Georgiopoulos, Hans Fernlund, George Bebis, and Gregory L. Heileman. Order of search in Fuzzy ART and Fuzzy ARTMAP: Effect of the choice parameter, 1996. (doi:10.1016/S0893-6080(96)00018-4)
• Hang Joon Kim, Jong Wha Jung, and Sang Kyoon Kim. On-line Chinese character recognition using ART-based stroke classification. Pattern Recognition Letters, 17:1311–1322, 1996. (doi:10.1016/0167-8655(96)00078-5)
• Sang Kyoon Kim, Jin Wook Kim, and Hang Joon Kim. On-line recognition of cursive Korean characters using neural networks. Neurocomputing, 10:291–305, 1996. (doi:10.1016/0925-2312(96)00128-2)
• Lalu Mangal, V. G. Idichandy, and C. Ganapathy. ART-based multiple neural networks for monitoring offshore platforms. Applied Ocean Research, 18(2-3):137–143, 1996. (doi:10.1016/0141-1187(96)00024-7)
• James R. Williamson. Gaussian ARTMAP: A Neural Network for Fast Incremental Learning of Noisy Multidimensional Maps, 1996.
• Gail A. Carpenter. Distributed learning, recognition, and prediction by ART and ARTMAP neural networks, 1997. (doi:10.1016/S0893-6080(97)00004-X)
• Gail Carpenter and Frank Wilson. ARTMAP-DS: Pattern Discrimination by Discounting Similarities. International Conference on Artificial Neural Networks, (June):6, 1997. (doi:CAS/CNS-97-009)
• G. A. Carpenter, M. A. Rubin, and W. W. Streilein. ARTMAP-FD: familiarity discrimination applied to radar target recognition. In Proceedings of International Conference on Neural Networks (ICNN'97), pages 1459–1464, 1997. (doi:10.1109/ICNN.1997.614010)
• Gail A. Carpenter, Marin Gjaja, Sucharita Gopal, Natalya Markuzon, and Curtis Woodcock. ART and ARTMAP Neural Networks for Applications: Self-Organizing Learning, Recognition, and Prediction. In Soft computing techniques in knowledge-based intelligent engineering system: approaches and applications. Physica Verlag, New York, 1997.
• Gail A. Carpenter, Mark A. Rubin, and William W. Streilein. Threshold Determination for ARTMAP-FD Familiarity Discrimination. CAS/CNS Technical Report, 1997.
• K. Jambunathan, V. N. Fontama, S. L. Hartle, and S. Ashforth-Frost. Using ART2 networks to deduce flow velocities. Artificial Intelligence in Engineering, 11:135–141, 1997.
• Scott D. G. Smith, Richard Escobedo, Michael Anderson, and Thomas P. Caudell. A deployed engineering design retrieval system using neural networks.. IEEE Transactions on Neural Networks, 8(4):847–51, 1997. (doi:10.1109/72.595882)
• Inkap R. Song, Taeyong Yang, and Jacob Jen-Gwo Chen. Enhanced exchange heuristic based resource constrained scheduler using ARTMAP. Computers & Industrial Engineering, 33(3-4):469–472, 1997.
• Jian Wang, Golshah Naghdy, and Philip Ogunbona. Wavelet-based feature-adaptive adaptive resonance theory neural network for texture identification. Journal of Electronic Imaging, 6(3):329–336, 1997.
• James R. Williamson. A Constructive, Incremental-Learning Network for Mixture Modeling and Classification. Neural Computation, 9(7):1517–1543, 1997. (doi:10.1162/neco.1997.9.7.1517)
• Gail A. Carpenter and Natalya Markuzon. ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases. Neural Networks, 11(2):323–336, 1998. (doi:10.1016/S0893-6080(97)00067-1)
• Gail A. Carpenter, Boriana L. Milenova, and Benjamin W. Noeske. Distributed ARTMAP: A neural network for fast distributed supervised learning. Neural Networks, 11(5):793–813, 1998. (doi:10.1016/S0893-6080(98)00019-7)
• Siegfried Martens, Gail A. Carpenter, and Paolo Gaudiano. Neural sensor fusion for spatial visualization on a mobile robot, 1998. (doi:10.1117/12.326991)
• Siegfried Martens, Paolo Gaudiano, and Gail A. Carpenter. Mobile robot sensor integration with fuzzy ARTMAP. In Proceedings of the 1998 IEEE ISIC/CIRA/ISAS Joint Conference, 1998. (doi:10.1109/ISIC.1998.713679)
• Raj K. Aggarwal, Q. Y. Xuan, Allan T. Johns, Furong Li, and Allen Bennett. A novel approach to fault diagnosis in multicircuit transmission lines using fuzzy ARTMAP neural networks. IEEE Transactions on Neural Networks, 10(5):1214–1221, 1999. (doi:10.1109/72.788660)
• Adnan Amin and Nabeel Murshed. Recognition of Printed Arabic Words with Fuzzy ARTMAP Neural Network. IJCNN'99. International Joint Conference on Neural Networks, 4:2903–2907, 1999.
• G. A. Carpenter and B. L. Milenova. Distributed ARTMAP. International Joint Conference on Neural Networks, 1999. IJCNN'99, 3:1983–1987, 1999. (doi:10.1109/IJCNN.1999.832688)
• Gail A. Carpenter, Sucharita Gopal, Scott Macomber, Siegfried Martens, and Curtis E. Woodcock. A neural network method for mixture estimation for vegetation mapping. Remote Sensing of Environment, 70(2):138–152, 1999. (doi:10.1016/S0034-4257(99)00027-9)
• Gail A. Carpenter, Sucharita Gopal, Scott Macomber, Siegfried Martens, Curtis E. Woodcock, and Janet Franklin. A neural network method for efficient vegetation mapping. Remote Sensing of Environment, 70(3):326–338, 1999. (doi:10.1016/S0034-4257(99)00051-6)
• Stephen Grossberg. The Link between Brain Learning, Attention, and Consciousness. Consciousness and Cognition, 8:1–44, 1999. (doi:10.1006/ccog.1998.0372)
• Stephen Grossberg and James R. Williamson. A Self-Organized Neural System for Learning to Recognize Textured Scenes. Vision Research, 39:1385–1406, 1999.
• Eduard Llobet, Evor L. Hines, Julian W. Gardner, Philip N. Bartlett, and Toby T. Mottram. Fuzzy ARTMAP based electronic nose data analysis. Sensors and Actuators, 61:183–190, 1999. (doi:10.1016/S0925-4005(99)00288-9)
• Gail A Carpenter. Adaptative resonance: an emerging neural theory of cognition. Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 2000.
• Gail A. Carpenter and Boriana L. Milenova. ART Neural Networks for Medical Data Analysis and Fast Distributed Learning. In Artificial neural networks in medicine and biology. Springer, London, 2000.
• Cosimo Distante, Pietro Siciliano, and Lorenzo Vasanelli. Odor discrimination using adaptive resonance theory. Sensors and Actuators, 69(3):248–252, 2000. (doi:10.1016/S0925-4005(00)00502-5)
• Eric Granger, Mark Rubin, Pierre Lavoie, Eric Grangerl, Mark A. Rubin, Stephen Grossberg, and Pierre Lavoie. Classification of incomplete data using the fuzzy ARTMAP neural network. CAS/CNS Technical Report, pages 35–40, 2000.
• Stephen Grossberg. Linking Mind To Brain : the Mathematics of Biological Intelligence. Notices of the American Mathematical Society, 47, 2000.
• Gail A. Carpenter. Neural-network models of learning and memory: Leading questions and an emerging framework. TRENDS in Cognitive Sciences, 5(3):114–118, 2001. (doi:10.1016/S1364-6613(00)01591-6)
• Gail A. Carpenter, Sucharita Gopal, Byron M. Shock, and Curtis E. Woodcock. A Neural Network Method for Land Use Change Classification , with Application to the Nile River Delta. BU/CNS Technical Report TR-2001-010, 2001.
• Doug Muchoney and James Williamson. A Gaussian adaptive resonance theory neural network classification algorithm applied to supervised land cover mapping using multitemporal vegetation index data. IEEE Transactions on Geoscience and Remote Sensing, 39(9):1969–1977, 2001.
• Chun Hsien Chen, Li Pheng Khoo, and Wei Yan. A strategy for acquiring customer requirement patterns using laddering technique and ART2 neural network. Advanced Engineering Informatics, 16(3):229–240, 2002. (doi:10.1016/S1474-0346(03)00003-X)
• Xuedong Chen, Keigo Watanabe, Kazuo Kiguchi, and Kiyotaka Izumi. An ART-based fuzzy controller for the adaptive navigation of a quadruped robot. IEEE/ASME Transactions on Mechatronics, 7(3):318–328, 2002. (doi:10.1109/TMECH.2002.802722)
• I. Lopez-Juarez and M. Howarth. Knowledge acquisition and learning in unstructured robotic assembly environments. Information Sciences, 145(1-2):89–111, 2002. (doi:10.1016/S0020-0255(02)00225-6)
• Gail A. Carpenter and Stephen Grossberg. Adaptive Resonance Theory. In Michael A. Arbib, editor, The Handbook of Brain Theory and Neural Networks, Second Edition. MIT Press, 2003. (doi:10.1016/j.jphysparis.2009.11.003)
• Stephen Grossberg. Resonant Neural Dynamics of Speech Perception. Technical Report CAS/CNS-TR-02-008, 2003.
• Wang Haili, Shao Hua, Chen Ming, and Hu Dejin. On-line tool breakage monitoring in turning. Journal of Materials Processing Technology, 139:237–242, 2003. (doi:10.1016/S0924-0136(03)00227-9)
• Naoki Kato, Takeshi Kobayashi, and Hiroyuki Honda. Screening of stress enhancer based on analysis of gene expression profiles: Enhancement of hyperthermia-induced tumor necrosis by an MMP-3 inhibitor. Cancer Science, 94(7):644–649, 2003. (doi:10.1111/j.1349-7006.2003.tb01497.x)
• I. S. Lee, J. T. Kim, J. W. Lee, D. Y. Lee, and K. Y. Kim. Model-based fault detection and isolation method using ART2 neural network. International Journal of Intelligent Systems, 18(10):1087–1100, 2003. (doi:10.1002/int.10134)
• Tzu-Chao Lin and Pao-Ta Yu. Centroid neural network adaptive resonance theory for vector quantization. Signal Processing, 83(3):649–654, 2003. (doi:10.1016/S0165-1684(02)00453-X)
• Louis Massey. On the quality of ART1 text clustering. Neural Networks, 16(5-6):771–778, 2003. (doi:10.1016/S0893-6080(03)00088-1)
• S. Park and N. C. Suresh. Performance of Fuzzy ART neural network and hierarchical clustering for part-machine grouping based on operation sequences. International Journal of Production Research, 41(14):3185–3216, 2003. (doi:10.1080/0020754031000110277)
• Olga Parsons and Gail A. Carpenter. ARTMAP neural networks for information fusion and data mining: Map production and target recognition methodologies. Neural Networks, 16(7):1075–1089, 2003. (doi:10.1016/S0893-6080(03)00007-8)
• Jose Castro, Michael Georgiopoulos, and Ronald Demara. A data parititioning approach to speed up the Fuzzy ARTMAP algorithm using the Hubert space-filling curve. Proceedings of the IEEE International Conference on Neural Networks, 3:2367–2372, 2004. (doi:10.1109/IJCNN.2004.1380997)
• Stephen Grossberg, Krishna K. Govindarajan, Lonce L. Wyse, and Michael A. Cohen. ARTSTREAM: a neural network model of auditory scene analysis and source segregation. Neural Networks, 17(4):511–536, 2004.
• Pipatpong Poshyanonda and Cihan H. Dagli. Genetic neuro-nester. Journal of Intelligent Manufacturing, 15:201–218, 2004.
• Mahendra V. S. S. Prasad and S. Dutta Gupta. Trichromatic sorting of in vitro regenerated plants of gladiolus using adaptive resonance theory. Current Science, 87(3), 2004.
• Santosh K. Rangarajan, V. V. Phoha, K. S. Balagani, R. R. Selmic, and S. S. Iyengar. Adaptive neural network clustering of Web users. Computer, 37(4):34–40, 2004. (doi:10.1109/MC.2004.1297299)
• Gail A. Carpenter and Siegfried Martens. Self-organizing hierarchical knowledge discovery by an ARTMAP image fusion system.pdf. In Proceedings of International Joint Conference on Neural Networks, pages 452–456, 2005.
• Gail A. Carpenter, Siegfried Martens, and Ogi J. Ogas. Self-organizing information fusion and hierarchical knowledge discovery: A new framework using ARTMAP neural networks. Neural Networks, 18(3):287–295, 2005. (doi:10.1016/j.neunet.2004.12.003)
• Chip-Hong Chang, Zhi Ye, and Mingyan Zhang. Fuzzy-ART based adaptive digital watermarking scheme. IEEE Transactions on Circuits and Systems for Video Technology, 15(1):65 – 81, 2005.
• Y. J. Chen, Y. M. Chen, H. C. Chu, C. B. Wang, D. C. Tsaih, and H. M. Yang. Integrated clustering approach to developing technology for functional feature and engineering specification-based reference design retrieval, 2005.
• Stephen Grossberg and Arash Yazdanbakhsh. Laminar cortical dynamics of 3D surface perception: stratification, transparency, and neon color spreading. Vision Research, 45(13):1725–1743, 2005. (doi:10.1016/j.visres.2005.01.006)
• P. S. Kostka, E. J. Tkacz, and D. Komorowski. Hybrid Feature Vector Extraction in Unsupervised Learning Neural Classifier. In Proceedings of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, 2005. (doi:10.1109/IEMBS.2005.1615771)
• I. Lopez-Juarez, J. Corona-Castuera, M. Peña-Cabrera, and K. Ordaz-Hernandez. On the design of intelligent robotic agents for assembly. Information Sciences, 171:377–402, 2005. (doi:10.1016/j.ins.2004.09.011)
• Kazunori Shimizu, Shuhei Hayashi, Noriyuki Doukyu, Takeshi Kobayashi, and Hiroyuki Honda. Time-course data analysis of gene expression profiles reveals purR regulon concerns in organic solvent tolerance in Escherichia coli. Journal of bioscience and bioengineering, 99(1):72–74, 2005. (doi:10.1263/jbb.99.72)
• Slavko Vasilic and Mladen Kezunovic. Fuzzy ART neural network algorithm for classifying the power system faults. IEEE Transactions on Power Delivery, 20(2):1306–1314, 2005. (doi:10.1109/TPWRD.2004.834676)
• Chin Bin Wang, Yuh Jen Chen, Yuh Min Chen, and Hui Chuan Chu. Application of ART neural network to development of technology for functional feature-based reference design retrieval. Computers in Industry, 56(5):428–441, 2005. (doi:10.1016/j.compind.2004.12.004)
• Y. Yang, N. Tai, and W. Yu. ART artificial neural networks based adaptive phase selector. Electric Power Systems Research, 76(1-3):115–120, 2005. (doi:10.1016/j.epsr.2005.05.006)
• Volker B. Deecke and Vincent M. Janik. Automated categorization of bioacoustic signals: avoiding perceptual pitfalls. The Journal of the Acoustical Society of America, 119(1):645–653, 2006. (doi:10.1121/1.2139067)
• B. Karthikeyan, S. Gopal, and S. Venkatesh. ART 2-an unsupervised neural network for PD pattern recognition and classification. Expert Systems with Applications, 31:345–350, 2006. (doi:10.1016/j.eswa.2005.09.029)
• Sandy Owega, Badi-Uz-Zaman Khan, Greg J. Evans, Robert E. Jervis, and Mike Fila. Identification of long-range aerosol transport patterns to Toronto via classification of back trajectories by cluster analysis and neural network techniques. Chemometrics and Intelligent Laboratory Systems, 83:26–33, 2006. (doi:10.1016/j.chemolab.2005.12.009)
• Gregory P. Amis and Gail A. Carpenter. Default ARTMAP 2. In Proceedings of IEEE International Conference on Neural Networks, pages 777–782, 2007. (doi:10.1109/IJCNN.2007.4371056)
• Gregory P. Amis and Gail A. Carpenter. Default ARTMAP 2. IEEE International Conference on Neural Networks - Conference Proceedings, 2:777–782, 2007. (doi:10.1109/IJCNN.2007.4371056)
• Dinani Gomes Amorim, M. F. Delgado, and Senén Barro Ameneiro. Polytope ARTMAP: Pattern classification without vigilance based on general geometry categories. IEEE Transactions on Neural Networks, 18(5):1306–1325, 2007. (doi:10.1109/TNN.2007.894036)
• Rushi Bhatt, Gail A. Carpenter, and Stephen Grossberg. Texture segregation by visual cortex: Perceptual grouping, attention, and learning. Vision Research, 47(25):3173–3211, 2007. (doi:10.1016/j.visres.2007.07.013)
• Stephen Grossberg. Consciousness CLEARS the mind. Neural Networks, 20(9):1040–1053, 2007. (doi:10.1016/j.neunet.2007.09.014)
• Stephen Grossberg. Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition. Progress in Brain Research, 165:79–104, 2007. (doi:10.1016/S0079-6123(06)65006-1)
• Shao Chung Hsu and Chen F. Chien. Hybrid data mining approach for pattern extraction from wafer bin map to improve yield in semiconductor manufacturing. International Journal of Production Economics, 107(1):88–103, 2007. (doi:10.1016/j.ijpe.2006.05.015)
• Yihua Liao, V. Rao Vemuri, and Alejandro Pasos. Adaptive anomaly detection with evolving connectionist systems. Journal of Network and Computer Applications, 30(1):60–80, 2007. (doi:10.1016/j.jnca.2005.08.005)
• Jose D. Martin-Guerrero, Paulo J. G. Lisboa, Emilio Soria-Olivas, Alberto Palomares, and Emili Balaguer. An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal. Expert Systems with Applications, 33:743–753, 2007. (doi:10.1016/j.eswa.2006.06.013)
• Junior Altamiranda, Jose Aguilar, and Luis Hernandez. Data Mining System for Biochemical Analysis in Experimental Physiology. In 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), pages 3407–3411, 2008.
• Heather Ames and Stephen Grossberg. Speaker normalization using cortical strip maps: a neural model for steady-state vowel categorization. The Journal of the Acoustical Society of America, 124:3918–3936, 2008. (doi:10.1121/1.2997478)
• Gail A. Carpenter and Arun Ravindran. Unifying multiple knowledge domains using the ARTMAP information fusion system. In Proceedings of the 11th International Conference on Information Fusion, 2008.
• Luis Gil, José M. Barat, Isabel Escriche, Eduardo Garcia-Breijo, Ramón Martínez-Máñez, and Juan Soto. An electronic tongue for fish freshness analysis using a thick-film array of electrodes. Microchimica Acta, 163(1-2):121–129, 2008. (doi:10.1007/s00604-007-0934-5)
• Stephen Grossberg and Massimiliano Versace. Spikes, synchrony, and attentive learning by laminar thalamocortical circuits, volume 1218. 2008. (doi:10.1016/j.brainres.2008.04.024)
• Kun Lin Hsieh. The application of clustering analysis for the critical areas on TFT-LCD panel. Expert Systems with Applications, 34(2):952–957, 2008. (doi:10.1016/j.eswa.2006.10.035)
• Kun Lin Hsieh and I. Ching Yang. Incorporating PCA and fuzzy-ART techniques into achieve organism classification based on codon usage consideration. Computers in Biology and Medicine, 38(8):886–893, 2008. (doi:10.1016/j.compbiomed.2008.05.007)
• Derong Liu, Zhongyu Pang, and Stephen R. Lloyd. A neural network method for detection of obstructive sleep apnea and narcolepsy based on pupil size and EEG. IEEE Transactions on Neural Networks, 19(2):308–318, 2008. (doi:10.1109/TNN.2007.908634)
• Louis Massey. Conceptual duplication. Soft-clustering and improved stability for adaptive resonance theory neural networks. Soft Computing, 12:657–665, 2008. (doi:10.1007/s00500-007-0244-1)
• V. S. S. Prasad and S. Dutta Gupta. Photometric clustering of regenerated plants of gladiolus by neural networks and its biological validation. Computers and Electronics in Agriculture, 60(1):8–17, 2008. (doi:10.1016/j.compag.2007.05.006)
• Meng-Dar Shieh, Wei Yan, and Chun-Hsien Chen. Soliciting customer requirements for product redesign based on picture sorts and ART2 neural network. Expert Systems with Applications, 34(1):194–204, 2008. (doi:10.1016/j.eswa.2006.08.036)
• Weixiang Zhao, Philip K. Hopke, and Kimberly A. Prather. Comparison of two cluster analysis methods using single particle mass spectra. Atmospheric Environment, 42(6):881–892, 2008. (doi:10.1016/j.atmosenv.2007.10.024)
• M. Demetgul, I. N. Tansel, and S. Taskin. Fault diagnosis of pneumatic systems with artificial neural network algorithms. Expert Systems with Applications, 36(7):10512–10519, 2009. (doi:10.1016/j.eswa.2009.01.028)
• Arash Fazl, Stephen Grossberg, and Ennio Mingolla. View-invariant object category learning, recognition, and search: How spatial and object attention are coordinated using surface-based attentional shrouds, volume 58. 2009. (doi:10.1016/j.cogpsych.2008.05.001)
• Stephen Grossberg and Tsung-Ren Huang. ARTSCENE: A neural system for natural scene classi cation. Journal of Vision, 9(4):1–19, 2009. (doi:10.1167/9.4.6.1.)
• Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, and Georgios C. Anagnostopoulos. AG-ART: An adaptive approach to evolvong ART architectures. Neurocomputing, 72:2079–2092, 2009. (doi:10.1109/TNN.2009.2037813)
• Gulsen Aydin Keskin and Coskun Ozkan. An Alternative Evaluation of FMEA: Fuzzy ART Algorithm. Quality and Reliability Engineering International, 23:647–661, 2009. (doi:10.1002/qre)
• Louis Massey. Discovery of hierarchical thematic structure in text collections with adaptive resonance theory. Neural Computing and Applications, 18(3):261–273, 2009. (doi:10.1007/s00521-008-0178-2)
• Zhe Xu, Xiajing Shi, Lingyan Wang, Jin Luo, Chuan Jian Zhong, and Susan Lu. Pattern recognition for sensor array signals using Fuzzy ARTMAP. Sensors and Actuators, 141(2):458–464, 2009. (doi:10.1016/j.snb.2009.06.046)
• Gregory P. Amis and Gail A. Carpenter. Self-supervised ARTMAP. Neural Networks, 23(2):265–282, 2010. (doi:10.1016/j.neunet.2009.07.026)
• Gregory P. Amis and Gail A. Carpenter. Self-supervised ARTMAP. Neural Networks, 23(2):265–282, 2010. (doi:10.1016/j.neunet.2009.07.026)
• Gail A. Carpenter and Sai Chaitanya Gaddam. Biased ART: A neural architecture that shifts attention toward previously disregarded features following an incorrect prediction. Neural Networks, 23(3):435–451, 2010. (doi:10.1016/j.neunet.2009.07.025)
• G. A. Carpenter, M. N. Gjaja, S. Gopal, and Curtis E. Woodcock. ART Neural Networks for Remote Sensing Image Analysis, 2010.
• Gail A. Carpenter and Stephen Grossberg. Adaptive Resonance Theory, 2014. (doi:10.1016/j.jphysparis.2009.11.003)
• Stephen Grossberg and Christopher W. Myers. The Resonant Dynamics of Speech Perception: Interword Integration and Duration-Dependent Backward Effects. Psychological Review, 107(4), 2015. (doi:10.1017/CBO9781107415324.004)