Journals

  1. L.E. Coursey, B.C. Williams, J.B. Kenworthy, P.B. Paulus, S. Doboli: Divergent and Convergent Group Creativity in an Asynchronous Online Environment, Journal of Creative Behavior, Published on 12 July 2018 https://doi.org/10.1002/jocb.363

  2. H. Li, X. Liu, F Jiao, A. Doboli and S. Doboli, InnovA: A Cognitive Architecture for Computational innovation through robust divergence and its application for analog circuit design, IEEE Transactions on CAD of Integrated Circuits and Systems, Vol 37(10), Oct 2018, pp. 1943-1956.

  3. A. Doboli, A. Umbarkar, S. Doboli, J. Betz, Modeling Semantic Knowledge Structures for Creative Problem Solving: Six Studies on Expressing Concepts, Categories, Associations, Goals and Context, Knowledge-based Systems, Kluwer, published, January 2015.

  4. A. Umbarkar, V. Subramanian, A. Doboli, and S. Doboli, Two Experimental Studies on Creative Concept Combinations in Modular Design of Electronic Embedded Systems, Design Studies, Elsevier, 35, 2014, pp. 80-109.

  5. F. Jiao, S. Montano, C. Ferent, A. Doboli, S. Doboli, Analog Circuit Design Knowledge Mining: Discovering Topological Similarities and Uncovering Design Reasoning Strategies, IEEE Transactions on CADICS, Vol. 34, No. 7, July 2015,.

  6. Ferent, C., Doboli, A., and Doboli, S. An Axiomatic Model for Concept Structure Description and Its Application to Circuit Design, Knowledge-based Systems, Elsevier, Vol. 45, June 2013, pp. 114-133.

  7. P. Paulus, D. Levine, V. Brown, A.A. Minai, and S. Doboli. Modeling Ideational Creativity in Groups: Connecting Cognitive, Neural and Computational Approaches. Small Group Research, Vol. 41(6), pp. 688-724, December 2010.

  8. L.R. Iyer, S. Doboli, A.A. Minai, V.R. Brown, D. S. Levine, P. B. Paulus, Neural dynamics of idea generation and the effects of priming, Neural Networks, Vol. 22, Issue 5-6 , pp. 674-686, 2009.

  9. H. Zhang, S. Doboli, H. Tang, A. Doboli. Compiled code simulation of analog and mixed-signal systems using piecewise linear modeling of nonlinear parameters. Integration the VLSI Journal , Vol. 40, No. 3, pp. 193-209, 2007.

  10. S. Kallakuri, A. Doboli, S. Doboli. Applying stochastic modeling to bus arbitration for network-on-chip systems. Integration the VLSI Journal , Special issue on VLSI System-On-Chip Vol. 40, Issue 2, February 2007, Pages 183-191.

  11. S. Doboli and A.A. Minai. Network capacity analysis for latent attractor computation. Network:Comput. Neural Syst., 14:273-302, 2003.

  12. S. Doboli, A.A. Minai, and P.J. Best. A computational model of the interaction between external and internal cues for the control of hippocampal place cells. Neurocomputing , 52-54:371-379, 2003.

  13. S. Doboli, A.A. Minai, P.J. Best and A.M. White. An attractor model for hippocampal place cell hysteresis. Neurocomputing 38-40:1185-1191, 2001.

  14. S. Doboli, A.A. Minai, and P.J. Best. Latent attractors: a model for context-dependent place representations in the hippocampus. Neural Computation , 12:1009-1043, 2000.

  15. S. Doboli, A.A. Minai, and P.J. Best. A comparison of context-dependent hippocampal place codes in 1-layer and 2-layer recurrent networks. Neurocomputing, 32-33:353-358, 2000.

    16. Book Chapters

  16. N. Parthasarathy, S. Doboli, and P.B. Paulus: Entrepreneurship. In M. Runco and S. Pritzker (Eds.), it Encyclopedia of Creativity, 2nd Edition. Elsevier, volume 1, pp. 461-467, 2011.

  17. S. Doboli, A.A. Minai. Latent attractors: A general paradigm for context-dependent neural computation. In Ke Chen, Lipo Wang (Eds.) Trends in Neural Computation , Springer-Verlag, ISBN-10: 3-540-36121-9, 2007.

  18. S. Doboli, A.A. Minai, P.J. Best. Different Hippocampal Place Cell Maps for Different Environments. In P. Sharp (Ed.) The Neural Basis of Navigation: Evidence from Single Cell Recording , Kluwer Academic Publishers, ISBN: 0792375793, 2002.

    19. Peer-reviewed Conference Papers

  19. M. Mei, X. Guo, B.C. Williams, Simona Doboli, J.B. Kenworthy, P.B. Paulus, A.A. Minai: Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. In Proceedings of the International Joint Conference on Neural Networks (IJCNN'2018), 2018: 1-8

  20. Hensley, A., and Doboli, A., and Mangoubi, R., and Doboli, S.: Generalized Label Propagation. In Proceedings of the International Joint Conference on Neural Networks, Ireland, July 2015.

  21. Doboli, A., and Doboli, S.: iflows: A Novel Simulation Model for Predicting the Effectiveness of a Research Community. In Proceedings of the 2014 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Fl, December 2014.

  22. Doboli, S., Jacques, M., Minai, A.A., Paulus, P., Korde, R., and Doboli, A.: Modeling the effect of hint timing on the idea generation process. In Proceedings of the International Joint Conference on Neural Networks, Dallas, TX, August 2013.

  23. Doboli, A. and Doboli S.: Dual-process architecture for reasoning in design innovation problems, In Proceedings of the International Joint Conference on Neural Networks, Dallas, TX, August 2013.

  24. Doboli, S.: Work in Progress - Computing for middle-school students: The experience of teaching computers for 7th grade students. In Proceedings of the Frontiers in Education Conference, 2011.

  25. Currie, E.H., Doboli, S. and Kamberova, G.L. Entrepreneurs- Developing the Next Generation, In Proceedings of the Frontiers in Education Conference, 2011.

  26. Kamberova, G.K., Pacelli, A., Impagliazzo, J., Currie, E.H., Doboli, S.. Patents and Intellectual Property in Entrepreneurship Education in Computing at Hofstra University. In Proceedings of the Frontiers in Education Conference, 2011.

  27. Doboli, S. and Brown, V.R. An emergent attractors model for idea generation process. In Proceedings of the 2010 International Joint Conference on Neural Networks, pp. 1-8, Barcelona, Spain, 2010.

  28. A.A Minai, L. Iyer, D. Padur and S. Doboli: A Dynamical Connectionist Model of Idea Generation. In proceedings of the 2009 International Joint Conference on Neural Networks, pp. 2777-2783 , Atlanta, Georgia, USA, 2009.

  29. L.R. Iyer, A.A. Minai, V.R. Brown, P.B. Paulus and S. Doboli: Effects of relevant and irrelevant primes on idea generation : A computational model. In Proceedings of the 2009 International Joint Conference on Neural Networks, Atlanta, GA, 2009.

  30. Ali A. Minai, Laxmi R. Iyer, Divyachapan Padur, Simona Doboli and Vincent R. Brown: A Graded Attractors: Configuring Context-Dependent Workspaces for Ideation, Proceedings of the AAAI Symposium on Brain-Inspired Cognitive Architectures (BICA'09), Arlington, VA, November 2009.

  31. A. Doboli, S. Doboli and E. Currie, ”Preparing Computer Engineers for a Global Economy: A Study on Effective Collaboration Practices in Global Student Teams”, In Proceedings of the Frontiers in Education Conference (FIE'2009), Austin, TX, 2009.

  32. W. Tang, S. Doboli, L. Gafney and S. Lowes, Project EXCE2L: A work in progress to revitalize undergraduate computing curriculum through entrepreneurship, In Proceedings of the 2009 International Conference on Frontiers in Education: Computer Science and Computer Engineering, Las Vegas, NV, July 13-16, 2009.

  33. A. Doboli, S. Doboli, E. H. Currie. Visual Embedded System Programming Has Arrived! In Proceedings of the 38th ASEE/IEEE Frontiers in Education Conference, Saratoga Springs, NY, October 22 -25, 2008.

  34. L.R. Iyer, A.A. Minai, S. Doboli, and V.R. Brown. Modeling exploration and exploitation in creative idea generation. Proceedings of the 19th Midwest Artificial Intelligence and Cognitive Science Conference, Cincinnati, OH, 2008.

  35. S. Kallakuri, A. Doboli, S. Doboli, D. Pescaru and Daniel Curiac: SoC Design Point Selection for Dynamic Adaptation under Continuously Varying Throughput Constraints In Proceedings of NASA/ESA Conference on Adaptive Hardware and Systems, August 2007.

  36. L. Iyer and A.A. Minai, S. Doboli, V. Brown: Modularity and Self-Organized Functional Architectures in the Brain. In Proceedings of the 7th International Conference on Complex Systems (ICCS'2007), Boston, MA, November 2007.

  37. S. Doboli, A.A. Minai and V. Brown. Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation, In Proceedings of the International Joint Conference of Neural Networks (IJCNN'2007), January 2007.

  38. S. Luryi, W. Tang, N. Lifshitz, Y. Shamash, G. Wolf, S. Doboli, J.A. Betz, P.Maritato. Entrepreneurship in Engineering Education. In Proceedings of the Frontier in Education Conference , Milwaukee, Wisconsin, October 10-13, 2007.

  39. N.A. George, A.A. Minai, S. Doboli. Self-organized inference of spatial structure in randomly deployed sensor networks. To appear in Proceedings of the 6th International Conference on Complex Systems (ICCS'2006), Boston, MA, November 2006.

  40. N. Thepayasuwan, S. Kallakuri, S. Doboli, A. Doboli. Communication subsystem synthesis and analysis tool using bus architecture generation and stochastic arbitration policies. In the proceedings of the IEEE International Symposium on Circuits and System (ISCAS'2005), Kobe, Japan, 23-26, Page(s):1044 - 1047 Vol. 2, May 2005.

  41. S. Doboli and A.A. Minai. Using latent attractors to discern temporal order. In Proceedings of the International Joint Conference on Neural Networks (IJCNN'2004), Budapest, Hungary, 2004.

  42. R. M. Bateman and S. Doboli. Reinforcement learning algorithm using neural networks for playing Othello. In Proceedings of the Conference on Computer Games: Design, AI and Education (CGAIDE'2004), Microsoft Academic Campus, Reading, UK, 2004.

  43. S. Kallakuri, A. Doboli, S. Doboli. Stochastic modeling based environment for synthesis and comparison of bus arbitration policies. In Proceedings of the International Symposium on VLSI (ISVLSI'2004), 2004.

  44. Y. Weng, S. Kallakuri, A. Liang, A. Doboli, S. Hong, T. Robertazzi and S. Doboli. Dynamic architecture adaptation to improve scalability of sensor netwokorks: A case study for a smart sensor for face recognition. In Proceedings of the Real-Time Systems Symposium (Work in Progress Section), (RTSS'20004), Lisbon, Portugal, 2004.

  45. S. Doboli, G. Gothoskar, A. Doboli. Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks using Hidden Neuron Clustering. In Proc of DATE'2003 , Munich, Germany, March 2003.

  46. S. Doboli and A.A. Minai. Latent attractor selection for variable length episodic context stimuli with distractors. In Proc of IJCNN'2003 , Portland, USA, 2003.

  47. S. Doboli, G. Gothoskar, A. Doboli. Piecewise-linear modeling of analog circuits using trained feed-forward neural networks and adaptive clustering of hidden neurons. In Proc. of IJCNN'2003 , Portland, USA, 2003.

  48. S.S. Kallakuri, A. Doboli and S. Doboli. Applying stochastic modeling to bus arbitration for network-on-chip systems. In Proc. of Int'l Conference on VLSI , Las Vegas, USA, 2003. /P>

  49. S. Doboli, A.A. Minai (2002). Latent attractor selection in the presence of irrelevant stimuli. In Proc. of the World Congress on Computational Intelligence (WCCI'2002), Hawaii, USA.

  50. S. Doboli, A.A. Minai, and P.J. Best (2002). A computational model of the interaction between external and internal cues for the control of hippocampal place cells. In Proc. of Computational Neuroscience Conference , Chicago, USA.

  51. S. Doboli, G. Gothoskar, A. Doboli (2002). Modeling of Analog Circuits based on Model Extraction from Trained Neural Networks. In Proc. of IEEE International Workshop on Behavioral Modeling and Simulation , Santa Rosa, USA.

  52. S. Doboli, A.A. Minai (2000). Network capacity for latent attractor computation. In Proc. of the International Joint Conference on Neural Networks (IJCNN'2000), Como, Italy, pp. 222-228.10.

  53. S. Doboli, A.A. Minai (1999). Generating smooth context-dependent neural representations. In Proc. of the International Joint Conference of Neural Networks (IJCNN'1999), Washington D.C., USA.

  54. S. Doboli and R.-E. Precup (1997). The application of a stability analysis method to fuzzy control systems. In Proc. of The 7-th World Congress of International Fuzzy Systems Association (IFSA'97), Prague, Czech Republic, 3:452-457.

  55. S. Doboli and R.-E. Precup (1997). Stability analysis and design of a class of fuzzy control systems. In Proc. of Fourth IFAC Conf. on System Structure and Control - SSC'97, Bucharest, Romania, pp. 361-366.

    56. Abstracts

  56. S. Doboli, A. Henshley, X. Lin, F. Jiao, and A. Doboli, New measures for evaluating creativity in scientific publications, presented at the Computational Intelligence Conference, MIT, Boston, June 10-12, 2014.

  57. D. E. Weissman, S. Doboli, and A. Esposito, Estimation of sea surface rainrate from SeaWinds data using neural network methods, International Ocean Vector Winds Science Team Meeting, 2-4 June 2014, Brest, France.

  58. S. Doboli: A dynamic cognitive model of novel conceptual combinations, In Proceedings of the Thirteen Neural computation and Psychology Workshop, (NCPW13), San Sebastian, Spain, July 2011.

  59. S. Doboli and V. R. Brown: A stochastic model of the role of semantic networks in individual and group idea generation, Presented at IJCNN’2011, San Jose, California, 2011.

  60. S. Doboli, L. Iyer, A.A. Minai, V.R. Brown, and C. Claxton: Dynamics of search in a neural model of idea generation. In Proceedings of the 12th International Conference on Cognitive and Neural Systems, Boston, 2008.

  61. V. Brown and S. Doboli (2006). A Neural network simulation of interactive group brainstorming. Eighteenth Annual Convention of the Association for Psychological Science , New York.

  62. S. Doboli, V. Brown (2005). A neural network model of creative idea generation in groups. In Proceedings of Ninth International Conference on Cognitive and Neural Systems , Boston.

  63. S. Doboli, A.A. Minai, and P.J. Best (2000). A model for non-linear computational aspects in hippocampal place representations. In Proceedings of Fourth International Conference on Cognitive and Neural Systems, Boston

  64. B.B. Rettenmaier, A.M. White, S. Doboli, A.A. Minai and P.J. Best (1999). Place fields of hippocampal pyramidal cells in rats show hysteresis. Soc. Neurosci. Abs., Vol.2, 120-121.

  65. S. Doboli, A.A. Minai, and P.J. Best (1999). Context-dependent place representations in the hippocampus. In Proceedings of Third Conference on Cognitive and Neural Systems, Boston .