Generating smooth context-dependent neural representations. - Simona Doboli; Ali A. Minai; Phillip J. Best (IJCNN, 1999)

A latent attractors model of context selection in the dentate gyrus-hilus system. - Simona Doboli; Ali A. Minai; Phillip J. Best (Neurocomputing, 1999)

Network Capacity for Latent Attractor Computation. - Simona Doboli; Ali A. Minai (IJCNN (1), 2000)

A comparison of context-dependent hippocampal place codes in 1-layer and 2-layer recurrent networks. - Simona Doboli; Ali A. Minai; Phillip J. Best (Neurocomputing, 2000)

Latent Attractors: A Model for Context-Dependent Place Representations in the Hippocampus. - Simona Doboli; Ali A. Minai; Phillip J. Best (Neural Comput., 2000)

An attractor model for hippocampal place cell hysteresis. - Simona Doboli; Ali A. Minai; Phillip J. Best; Aaron M. White (Neurocomputing, 2001)

Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering. - Simona Doboli; Gaurav Gothoskar; Alex Doboli (DATE, 2003)

Piecewise-linear modeling of analog circuits using trained feed-forward neural networks and adaptive clustering of hidden neurons. - Simona Doboli; Gaurav Gothoskar; Alex Doboli (IJCNN, 2003)

Latent attractor selection for variable length episodic context stimuli with distractors. - Simona Doboli; Ali A. Minai (IJCNN, 2003)

Applying Stochastic Modeling to Bus Arbitration for Network-On-Chip Systems. - Sankalp Kallakuri; Alex Doboli; Simona Doboli (VLSI, 2003)

A computational model of the interaction between external and internal cues for the control of hippocampal place cells. - Simona Doboli; Ali A. Minai; Phillip J. Best (Neurocomputing, 2003)

Using latent attractors to discern temporal order. - Simona Doboli; Ali A. Minai (IJCNN, 2004)

Stochastic Modeling Based Environment for Synthesis and Comparison of Bus Arbitration Policies. - Sankalp Kallakuri; Alex Doboli; Simona Doboli (ISVLSI, 2004)

Communication subsystem synthesis and analysis tool using bus architecture generation and stochastic arbitration policies. - Sankalp Kallakuri; Nattawut Thepayasuwan; Alex Doboli; Simona Doboli (ISCAS (2), 2005)

SoC Design Point Selection for Dynamic Adaptation under Continuously Varying Throughput Constraints. - Sankalp S. Kallakuri; Alex Doboli; Simona Doboli; Dan Pescaru; Daniel Curiac (AHS, 2007)

Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation. - Simona Doboli; Ali A. Minai; Vincent R. Brown (IJCNN, 2007)

Towards Scalable Distributed Control of Unmanned Autonomous Vehicles. - Meng Wang; Alex Doboli; Thomas G. Robertazzi; Simona Doboli; Daniel Curiac (SACI, 2007)

Applying stochastic modeling to bus arbitration for systems-on-chip. - Sankalp Kallakuri; Alex Doboli; Simona Doboli (Integr., 2007)

Compiled code simulation of analog and mixed-signal systems using piecewise linear modeling of nonlinear parameters: A case study for DeltaSigma modulator simulation. - Hui Zhang 057; Simona Doboli; Hua Tang; Alex Doboli (Integr., 2007)

Latent Attractors: A General Paradigm for Context-Dependent Neural Computation. - Simona Doboli; Ali A. Minai (Trends in Neural Computation, 2007)

Graded Attractors: Configuring Context-Dependent Workspaces for Ideation. - Ali A. Minai; Laxmi R. Iyer; Divyachapan Padur; Simona Doboli; Vincent R. Brown (AAAI Fall Symposium: Biologically Inspired Cognitive Architectures, 2009)

Project EXCE2L (Excellence in Computer Education with Entrepreneurship and Leadership Skills): A work in progress to revitalize undergraduate computing curriculum through entrepreneurships. - Wendy Tang; Simona Doboli; Leo Gafney; Susan Lowes (FECS, 2009)

A conceptual neural model of idea generation. - Simona Doboli; Vincent R. Brown; Ali A. Minai (IJCNN, 2009)

Effects of relevant and irrelevant primes on idea generation: A computational model. - Laxmi R. Iyer; Ali A. Minai; Vincent R. Brown; Paul B. Paulus; Simona Doboli (IJCNN, 2009)

A dynamical connectionist model of idea generation. - Ali A. Minai; Laxmi R. Iyer; Divyachapan Padur; Simona Doboli (IJCNN, 2009)

Neural dynamics of idea generation and the effects of priming. - Laxmi R. Iyer; Simona Doboli; Ali A. Minai; Vincent R. Brown; Daniel S. Levine 001; Paul B. Paulus (Neural Networks, 2009)

An emergent attractors model for idea generation process. - Simona Doboli; Vincent R. Brown (IJCNN, 2010)

Developing the next generation of entrepreneurs. - Edward H. Currie; Simona Doboli; Gerda Kamberova (FIE, 2011)

Work in progress - Computing for middle-school students: The experience of teaching computers for 7th grade students. - Simona Doboli (FIE, 2011)

Patents and intellectual property in entrepreneurship education in computing at Hofstra University. - Gerda Kamberova; Andrea Pacelli; John Impagliazzo; Edward H. Currie; Simona Doboli (FIE, 2011)

Dual-process architecture for reasoning in design innovation problems. - Alex Doboli; Simona Doboli (IJCNN, 2013)

Modeling the effect of hint timing on the idea generation process. - Simona Doboli; Matthew Jacques; Ali A. Minai; Paul B. Paulus; Runa M. Korde; Alex Doboli (IJCNN, 2013)

An axiomatic model for concept structure description and its application to circuit design. - Cristian Ferent; Alex Doboli; Simona Doboli (Knowl. Based Syst., 2013)

New measures for evaluating creativity in scientific publications. - Simona Doboli; Fanshu Zhao; Alex Doboli (CoRR, 2014)

Generalized Label Propagation. - Asher A. Hensley; Alex Doboli; Rami Mangoubi; Simona Doboli (IJCNN, 2015)

Modeling semantic knowledge structures for creative problem solving: Studies on expressing concepts, categories, associations, goals and context. - Alex Doboli; Anurag Umbarkar; Simona Doboli; Joseph Betz (Knowl. Based Syst., 2015)

Analog Circuit Design Knowledge Mining: Discovering Topological Similarities and Uncovering Design Reasoning Strategies. - Fanshu Jiao; Sergio Montano; Cristian Ferent; Alex Doboli; Simona Doboli (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. - Mei Mei; Xinyu Guo; Belinda C. Williams; Simona Doboli; Jared B. Kenworthy; Paul B. Paulus; Ali A. Minai (IJCNN, 2018)

Cities of the Future: Employing Wireless Sensor Networks for Efficient Decision Making in Complex Environments. - Alex Doboli; Daniel Curiac; Dan Pescaru; Simona Doboli; K. Wendy Tang; Constantin Volosencu; Michael Gilberti; Ovidiu Banias; Codruta Istin (CoRR, 2018)

InnovA: A Cognitive Architecture for Computational Innovation Through Robust Divergence and Its Application for Analog Circuit Design. - Hao Li; Xiaowei Liu; Fanshu Jiao; Alex Doboli; Simona Doboli (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

A cognitive inspired method for assessing novelty of short-text ideas. - Simona Doboli; Jared B. Kenworthy; Paul B. Paulus; Ali A. Minai; Alex Doboli (IJCNN, 2020)

A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora. - Rishabh Choudhary; Simona Doboli; Ali A. Minai (IJCNN, 2021)

A Novel Learning and Response Generating Agent-based Model for Symbolic - Numeric Knowledge Modeling and Combination. - Alex Doboli; Simona Doboli (SSCI, 2021)

A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups. - Alex Doboli; Simona Doboli (Appl. Intell., 2021)

Bottom-Up Modeling of Design Knowledge Evolution: Application to Circuit Design Community Characterization. - Xiaowei Liu; Alex Doboli; Simona Doboli (IEEE Trans. Comput. Soc. Syst., 2021)

Building Semantic Cognitive Maps with Text Embedding and Clustering. - Rishabh Choudhary; Omar Alsayed; Simona Doboli; Ali A. Minai (IJCNN, 2022)

A Real-Time Semantic Model for Relevance and Novelty Detection from Group Messages. - David Fisher; Rishabh Choudhary; Omar Alsayed; Simona Doboli; Ali A. Minai (IJCNN, 2022)

Dynamic Diagnosis of the Progress and Shortcomings of Student Learning using Machine Learning based on Cognitive, Social, and Emotional Features. - Alex Doboli; Simona Doboli; Ryan Duke; Sangjin Hong; Wendy Tang (CoRR, 2022)

Case scenario generators for trauma surgery simulation utilizing autoregressive language models. - Paul Chung; Michael Boodoo; Simona Doboli (Artif. Intell. Medicine, 2023)

Understanding the Significance of Mid-Tier Research Teams in Idea Flow Through a Community. - Xiaowei Liu; Alex Doboli; Tom MacCarthy; Simona Doboli (IEEE Trans. Comput. Soc. Syst., 2023)

Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora. - Yahya Emara; Tristan Weger; Ryan Rubadue; Rishabh Choudhary; Simona Doboli; Ali A. Minai (ICAART (3), 2024)

Automatically Understanding Human Behavior for IoT Applications with Optimized Human-in-the-Loop Control. - Himavanth Reddy Pallapu; Gnaneswar Villuri; Alex Doboli; Simona Doboli (SMACD, 2024)