Janusz A. Starzyk

Orcid: 0000-0003-2678-5515

According to our database1, Janusz A. Starzyk authored at least 89 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Construction and Training of Multi-Associative Graph Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Structural Properties of Associative Knowledge Graphs.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Explainable Sparse Associative Self-optimizing Neural Networks for Classification.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Motivated Agent with Semantic Memory.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2021
Concurrent Associative Memories With Synaptic Delays.
IEEE Trans. Neural Networks Learn. Syst., 2021

2020
Associative Memories With Synaptic Delays.
IEEE Trans. Neural Networks Learn. Syst., 2020

ASA-graphs for efficient data representation and processing.
Int. J. Appl. Math. Comput. Sci., 2020

2019
Episodic Memory in Minicolumn Associative Knowledge Graphs.
IEEE Trans. Neural Networks Learn. Syst., 2019

Feature Significance in Wide Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Associative Data Model in Search for Nearest Neighbors and Similar Patterns.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Temporal Coding of Neural Stimuli.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Needs, Pains, and Motivations in Autonomous Agents.
IEEE Trans. Neural Networks Learn. Syst., 2017

Integration of Semantic and Episodic Memories.
IEEE Trans. Neural Networks Learn. Syst., 2017

MLECOG: Motivated Learning Embodied Cognitive Architecture.
IEEE Syst. J., 2017

Fast neural network adaptation with associative pulsing neurons.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Lumped mini-column associative knowledge graphs.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
Trust in motivated learning agents.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Emergent creativity in declarative memories.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015
Opportunistic Behavior in Motivated Learning Agents.
IEEE Trans. Neural Networks Learn. Syst., 2015

A comparative study between motivated learning and reinforcement learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Visual Saccades for Object Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
Memristor Crossbar Architecture for Synchronous Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-agent Reinforcement Learning.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Managing Machine's Motivations.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Advancing motivated learning with goal creation.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014

2013
A spatio-temporal Long-term Memory approach for visual place recognition in mobile robotic navigation.
Robotics Auton. Syst., 2013

Building Internal Scene Representation in Cognitive Agents.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture.
Proceedings of the Advances in Computational Intelligence, 2013

Simulation of a Motivated Learning Agent.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Cognitive agent and its implementation in the blender game engine environment.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

Transitioning from motivated to cognitive agent model.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

2012
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting.
IEEE Trans. Neural Networks Learn. Syst., 2012

Neural Network Structure for Spatio-Temporal Long-Term Memory.
IEEE Trans. Neural Networks Learn. Syst., 2012

Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse Effects.
IEEE Trans. Neural Networks Learn. Syst., 2012

Fast Vanishing-Point Detection in Unstructured Environments.
IEEE Trans. Image Process., 2012

Motivated learning for the development of autonomous systems.
Cogn. Syst. Res., 2012

A Biopsychically Inspired Cognitive System for Intelligent Agents in Aerospace Applications.
Proceedings of the Infotech@Aerospace 2012, 2012

Sequence recognition with spatio-temporal long-term memory organization.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Opportunistic Motivated Learning Agents.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

A Question Answer Approach to Building Semantic Memory.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
Mental saccades in control of cognitive process.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Motivated learning in autonomous systems.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
A self-organizing approach to episodic memory modeling.
Proceedings of the International Joint Conference on Neural Networks, 2010

Mental development and representation building through motivated learning.
Proceedings of the International Joint Conference on Neural Networks, 2010

Spatio-temporal sequence learning of visual place cells for robotic navigation.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization.
IEEE Trans. Neural Networks, 2009

2008
Optimized Approximation Algorithm in Neural Networks Without Overfitting.
IEEE Trans. Neural Networks, 2008

A hybrid self-organizing Neural Gas based network.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Anticipation-Based Temporal Sequences Learning in Hierarchical Structure.
IEEE Trans. Neural Networks, 2007

A Novel Low-Power Logic Circuit Design Scheme.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Low-Power Tunable Analog Circuit Blocks Based on Nanoscale Double-Gate MOSFETs.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Self-organizing learning array and its application to economic and financial problems.
Inf. Sci., 2007

Sparse Coding in Sparse Winner Networks.
Proceedings of the Advances in Neural Networks, 2007

A Hierarchical Self-organizing Associative Memory for Machine Learning.
Proceedings of the Advances in Neural Networks, 2007

Hybrid Pipeline Structure for Self-Organizing Learning Array.
Proceedings of the Advances in Neural Networks, 2007

Online Dynamic Value System for Machine Learning.
Proceedings of the Advances in Neural Networks, 2007

Optimizing number of hidden neurons in neural networks.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006
Associative Learning in Hierarchical Self-Organizing Learning Arrays.
IEEE Trans. Neural Networks, 2006

Dynamically reconfigurable neuron architecture for the implementation of self-organising learning array.
Int. J. Embed. Syst., 2006

2005
Self-organizing learning array.
IEEE Trans. Neural Networks, 2005

Neural Network with Memory and Cognitive Functions.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Optimized Interconnections in Probabilistic Self-Organizing Learning.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
Dynamic probability estimator for machine learning.
IEEE Trans. Neural Networks, 2004

Entropy-based optimum test points selection for analog fault dictionary techniques.
IEEE Trans. Instrum. Meas., 2004

A cost-effective approach to the design and layout of a 14-b current-steering DAC macrocell.
IEEE Trans. Circuits Syst. I Regul. Pap., 2004

Dynamically Reconfigurable Neuron Architecture for the Implementation of Self-Organizing Learning Array.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

2003
Iterated wavelet transformation and signal discrimination for HRR radar target recognition.
IEEE Trans. Syst. Man Cybern. Part A, 2003

Wavelet Transformation and Signal Discrimination for HRR Radar Target Recognition.
Multidimens. Syst. Signal Process., 2003

Cost-oriented design of a 14-bit current steering DAC macrocell.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Design of a Self-Organizing Learning Array system.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Real-time acquisition and tracking for GPS receivers.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Dynamically Self-Reconfigurable Machine Learning Structure for FPGA Implementation.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, June 23, 2003

2002
A generalized fault diagnosis method in dynamic analogue circuits.
Int. J. Circuit Theory Appl., 2002

A decomposition method for analog fault location.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Locating stuck faults in analog circuits.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2001
Nonrandom quantization errors in timebases.
IEEE Trans. Instrum. Meas., 2001

Multiple fault diagnosis of analog circuits by locating ambiguity groups of test equation.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000
A Mathematical Foundation for Improved Reduct Generation in Information Systems.
Knowl. Inf. Syst., 2000

Fast Communication Mechanisms in Coarse-grained Dynamically Reconfigurable Array Architectures.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

Fault diagnosis in analog and mixed mode low testability system.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Architecture and Application of a Dynamically Reconfigurable Hardware Array for Future Mobile Communication Systems.
Proceedings of the 8th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2000), 2000

A dynamically reconfigurable system-on-a-chip architecture for future mobile digital signal processing.
Proceedings of the 10th European Signal Processing Conference, 2000

1994
Hierarchical analysis of high frequency interconnect networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1994

An organization of the test bus for analog and mixed-signal systems.
Proceedings of the 12th IEEE VLSI Test Symposium (VTS'94), 1994

1992
A decomposition approach for testing large analog networks.
J. Electron. Test., 1992


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