Ali A. Minai

Eric Hurd

IEEE Trans. Cogn. Dev. Syst., December, 2023

Rapid learning of spatial representations for goal-directed navigation based on a novel model of hippocampal place fields.

[BibT_eX]

[DOI]

Adedapo Alabi

Dieter Vanderelst

Neural Networks, April, 2023

A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation.

[BibT_eX]

[DOI]

Deven M. Mistry

CoRR, 2023

2022

A Real-Time Semantic Model for Relevance and Novelty Detection from Group Messages.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Building Semantic Cognitive Maps with Text Embedding and Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Context-Dependent Spatial Representations in the Hippocampus using Place Cell Dendritic Computation.

[BibT_eX]

[DOI]

Adedapo Alabi

Dieter Vanderelst

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Robust Deep Reinforcement Learning for Quadcopter Control.

[BibT_eX]

[DOI]

CoRR, 2021

A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora.

[BibT_eX]

[DOI]

Rishabh Choudhary

Proceedings of the International Joint Conference on Neural Networks, 2021

Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring Rotors.

[BibT_eX]

[DOI]

Rumit Kumar

CoRR, 2020

One-Shot Recognition of Manufacturing Defects in Steel Surfaces.

[BibT_eX]

[DOI]

CoRR, 2020

A cognitive inspired method for assessing novelty of short-text ideas.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

One Shot Spatial Learning through Replay in a Hippocampus-Inspired Reinforcement Learning Model.

[BibT_eX]

[DOI]

Adedapo Alabi

Dieter Vanderelst

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

The Effect of Well-informed Minorities and Meritocratic Learning in Social Networks.

[BibT_eX]

[DOI]

Marwa Shekfeh

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019

A Hierarchical Behavioral Dynamic Approach for Naturally Adaptive Human-Agent Pick-and-Place Interactions.

[BibT_eX]

[DOI]

Complex., 2019

What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

The Paths We Pick Together: A Behavioral Dynamics Algorithm for an HRI Pick-and-Place Task.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018

Self-Organized Circle Formation around an Unknown Target by a Multi-Robot Swarm using a Local Communication Strategy.

[BibT_eX]

[DOI]

Rumit Kumar

Mohammadreza Radmanesh

Nalini Veerabhadrappa

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Feature selection using multiple auto-encoders.

[BibT_eX]

[DOI]

Xinyu Guo

Long J. Lu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

PAPAc: A Pick and Place Agent Based on Human Behavioral Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Human Agent Interaction, 2017

Behavioral Dynamics and Action Selection in a Joint Action Pick-and-Place Task.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.

[BibT_eX]

[DOI]

Andries P. Engelbrecht

IEEE Trans. Neural Networks Learn. Syst., 2016

Divergent thinking in a neurodynamical model of ideation.

[BibT_eX]

[DOI]

Mei Mei

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Reliable storage and recall of aperiodic spatiotemporal activity patterns using scaffolded attractors.

[BibT_eX]

[DOI]

M. Furqan Afzal

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Computational Models of Cognitive and Motor Control.

[BibT_eX]

[DOI]

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Inferring causal networks using fuzzy cognitive maps and evolutionary algorithms with application to gene regulatory network reconstruction.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Effect of associative rules on the dynamics of conceptual combination in a neurodynamical model.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ANSWER: An unsupervised attractor network method for detecting salient words in text corpora.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Chunks of thought: Finding salient semantic structures in texts.

[BibT_eX]

[DOI]

Mei Mei

Aashay Vanarase

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Thinking in prose and poetry: A semantic neural model.

[BibT_eX]

[DOI]

Nagendra Marupaka

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Modeling the effect of hint timing on the idea generation process.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A hierarchical model of synergistic motor control.

[BibT_eX]

[DOI]

Kiran V. Byadarhaly

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

A year of neural network research: Special Issue on the 2011 International Joint Conference on Neural Networks.

[BibT_eX]

[DOI]

Jean-Philippe Thivierge

Hava T. Siegelmann

Cesare Alippi

Michael Georgiopoulos

Neural Networks, 2012

Connectivity and thought: The influence of semantic network structure in a neurodynamical model of thinking.

[BibT_eX]

[DOI]

Nagendra Marupaka

Laxmi R. Iyer

Neural Networks, 2012

A modular neural model of motor synergies.

[BibT_eX]

[DOI]

Kiran V. Byadarhaly

Mithun Perdoor

Neural Networks, 2012

2011 International Joint Conference on Neural Networks (IJCNN 2011) [Conference Reports].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2012

Topic Identification and Analysis in Large News Corpora.

[BibT_eX]

[DOI]

Proceedings of the 23rd Midwest Artificial Intelligence and Cognitive Science Conference 2012, 2012

Agents of influence in social networks.

[BibT_eX]

[DOI]

Amer G. Ghanem

Srinivasa Vedanarayanan

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Connectivity and creativity in semantic neural networks.

[BibT_eX]

[DOI]

Nagendra Marupaka

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A neurodynamical model of context-dependent category learning.

[BibT_eX]

[DOI]

Laxmi R. Iyer

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Semantic knowledge inference from online news media using an LDA-NLP approach.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Synergistic organization of action: A computational model.

[BibT_eX]

[DOI]

Kiran V. Byadarhaly

Mithun Perdoor

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

A synergistic view of autonomous cognitive systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Neurocognitive spotlights: Configuring domains for ideation.

[BibT_eX]

[DOI]

Laxmi R. Iyer

Vaidehi Venkatesan

Proceedings of the International Joint Conference on Neural Networks, 2010

A spiking neural model for the spatial coding of cognitive response sequences.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

A multi-agent model for the co-evolution of ideas and communities.

[BibT_eX]

[DOI]

Amer G. Ghanem

James G. Uber

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Neural dynamics of idea generation and the effects of priming.

[BibT_eX]

[DOI]

Neural Networks, 2009

Stable-yet-switchable (SyS) attractor networks.

[BibT_eX]

[DOI]

Subramoniam Perumal

Proceedings of the International Joint Conference on Neural Networks, 2009

A dynamical connectionist model of idea generation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Effects of relevant and irrelevant primes on idea generation: A computational model.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

A conceptual neural model of idea generation.

[BibT_eX]

[DOI]

Vincent R. Brown

Proceedings of the International Joint Conference on Neural Networks, 2009

Learning Complex Population-Coded Sequences.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

Graded Attractors: Configuring Context-Dependent Workspaces for Ideation.

[BibT_eX]

[DOI]

Proceedings of the Biologically Inspired Cognitive Architectures, 2009

On the varying benefit of communication between mobile agents in a decentralized team.

[BibT_eX]

[DOI]

Yan Liao

Proceedings of the IEEE International Conference on Control Applications, 2009

2007

Latent Attractors: A General Paradigm for Context-Dependent Neural Computation.

[BibT_eX]

[DOI]

Proceedings of the Trends in Neural Computation, 2007

Self-Organized Hebbian Inference of Environment Topology by Distributed Sensor Networks.

[BibT_eX]

[DOI]

Payal Shah

Hemant Ramaswami

Proceedings of the International Joint Conference on Neural Networks, 2007

Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation.

[BibT_eX]

[DOI]

Vincent R. Brown

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Balancing search and target response in cooperative unmanned aerial vehicle (UAV) teams.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Impact of Heterogeneity on Coverage and Broadcast Reachability in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference On Computer Communications and Networks, 2006

Discovering Adaptive Heuristics for Ad-Hoc Sensor Networks by Mining Evolved Optimal Configurations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Sporadic pairwise synchronization for decentralized decision-making in mobile agent teams.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2006

2005

Information Sharing in Cooperative Unmanned Aerial Vehicle Teams.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Evidential map-building approaches for multi-UAV cooperative search.

[BibT_eX]

[DOI]

Yanli Yang

Proceedings of the American Control Conference, 2005

Impact of System Design Parameters on Performance of Cooperative Agent Teams.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Control, 2005

2004

Temporally sequenced intelligent block-matching and motion-segmentation using locally coupled networks.

[BibT_eX]

[DOI]

Xiaofu Zhang

IEEE Trans. Neural Networks, 2004

Guest Editorial Special Issue on Temporal Coding for Neural Information Processing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2004

Balancing search and target response in cooperative UAV teams.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Decentralized cooperative search by networked UAVs in an uncertain environment.

[BibT_eX]

[DOI]

Yanli Yang

Proceedings of the 2004 American Control Conference, 2004

2003

A computational model of the interaction between external and internal cues for the control of hippocampal place cells.

[BibT_eX]

[DOI]

Neurocomputing, 2003

Cooperative real-time search and task allocation in UAV teams.

[BibT_eX]

[DOI]

Yan Jin

Krishnamoorthy Janakiraman

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

Data Integration Using Data Mining Techniques.

[BibT_eX]

[DOI]

Karen C. Davis

Robert B. Davis

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Analysis of opportunistic method for cooperative search by mobile agents.

[BibT_eX]

[DOI]

Yanli Yang

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

An attractor model for hippocampal place cell hysteresis.

[BibT_eX]

[DOI]

Neurocomputing, 2001

Efficient associative memory using small-world architecture.

[BibT_eX]

[DOI]

Jason W. Bohland

Neurocomputing, 2001

2000

Latent Attractors: A Model for Context-Dependent Place Representations in the Hippocampus.

[BibT_eX]

[DOI]

Neural Comput., 2000

A comparison of context-dependent hippocampal place codes in 1-layer and 2-layer recurrent networks.

[BibT_eX]

[DOI]

Neurocomputing, 2000

Network Capacity for Latent Attractor Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Small-World Model of Associative Memory.

[BibT_eX]

[DOI]

Jason W. Bohland

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

A latent attractors model of context selection in the dentate gyrus-hilus system.

[BibT_eX]

[DOI]

Neurocomputing, 1999

Generating smooth context-dependent neural representations.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Stimulus-induced bifurcations in discrete-time neural oscillators.

[BibT_eX]

[DOI]

Tirunelveli Anand

Biol. Cybern., 1998

1997

Covariance Learning of Correlated Patterns in Competitive Networks.

[BibT_eX]

[DOI]

Neural Comput., 1997

Using hysteresis to improve performance in synchronous networks.

[BibT_eX]

[DOI]

Tirunelveli Anand

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1994

Perturbation response in feedforward networks.

[BibT_eX]

[DOI]

Neural Networks, 1994

Setting the Activity Level in Sparse Random Networks.

[BibT_eX]

[DOI]

William B. Levy

Neural Comput., 1994

1993

On the derivatives of the sigmoid.

[BibT_eX]

[DOI]

Neural Networks, 1993

The dynamics of sparse random networks.

[BibT_eX]

[DOI]

William B. Levy

Biol. Cybern., 1993

1992

Predicting Complex Behavior in Sparse Asymmetric Networks.

[BibT_eX]

[DOI]

William B. Levy

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1990

Back-propagation heuristics: a study of the extended delta-bar-delta algorithm.

[BibT_eX]

[DOI]

Proceedings of the IJCNN 1990, 1990

1987

A Discrete Heuristics Approach to Predictive Evaluation of Semi-Custom IC Layouts.

[BibT_eX]

[DOI]