Janusz A. Starzyk

94 papers A 2B 11C 1Misc 4Journal 37Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Cellular Automata Approach to Donation Game. CoRR Marcin Kowalik, Przemyslaw Stoklosa, Mateusz Grabowski, Janusz A. Starzyk, Pawel Raif
2025	J	`jnl`	Associative knowledge graphs for efficient sequence storage and retrieval. Comput. Methods Programs Biomed. Przemyslaw Stoklosa, Janusz A. Starzyk, Pawel Raif, Adrian Horzyk, Marcin Kowalik
2025	B	`conf`	Improving electrocardiogram signal classification using the FlexPoints algorithm and convolutional long short-term memory networks. IJCNN Daniel Bulanda, Janusz A. Starzyk, Malgorzata Bulanda, Adrian Horzyk
2024	J	`jnl`	Associative Knowledge Graphs for Efficient Sequence Storage and Retrieval. CoRR Przemyslaw Stoklosa, Janusz A. Starzyk, Pawel Raif, Adrian Horzyk, Marcin Kowalik
2023	—	`conf`	Construction and Training of Multi-Associative Graph Networks. ECML/PKDD (3) Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
2023	—	`conf`	Explainable Sparse Associative Self-optimizing Neural Networks for Classification. ICONIP (9) Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk
2023	A	`conf`	Motivated Agent with Semantic Memory. ECAI Janusz A. Starzyk, Marcin Kowalik, Adrian Horzyk
2023	—	`conf`	Structural Properties of Associative Knowledge Graphs. ICONIP (4) Janusz A. Starzyk, Przemyslaw Stoklosa, Adrian Horzyk, Pawel Raif
2021	J	`jnl`	Concurrent Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. Janusz A. Starzyk, Marek Jaszuk, Lukasz Maciura, Adrian Horzyk
2020	J	`jnl`	ASA-graphs for efficient data representation and processing. Int. J. Appl. Math. Comput. Sci. Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
2020	J	`jnl`	Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. Janusz A. Starzyk, Lukasz Maciura, Adrian Horzyk
2019	—	`conf`	Associative Data Model in Search for Nearest Neighbors and Similar Patterns. SSCI Adrian Horzyk, Janusz A. Starzyk
2019	J	`jnl`	Episodic Memory in Minicolumn Associative Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. Basawaraj, Janusz A. Starzyk, Adrian Horzyk
2019	—	`conf`	Feature Significance in Wide Neural Networks. SSCI Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk
2019	—	`conf`	Temporal Coding of Neural Stimuli. ICANN (Workshop) Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk
2018	—	`conf`	Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs. SSCI Adrian Horzyk, Janusz A. Starzyk
2018	B	`conf`	Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. IJCNN Adrian Horzyk, Janusz A. Starzyk
2018	—	`conf`	Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks. SSCI Patryk Orzechowski, Adrian Horzyk, Janusz A. Starzyk, Jason H. Moore
2017	—	`conf`	Fast neural network adaptation with associative pulsing neurons. SSCI Adrian Horzyk, Janusz A. Starzyk
2017	J	`jnl`	Integration of Semantic and Episodic Memories. IEEE Trans. Neural Networks Learn. Syst. Adrian Horzyk, Janusz A. Starzyk, James Graham
2017	—	`conf`	Lumped mini-column associative knowledge graphs. SSCI Basawaraj, Janusz A. Starzyk, Adrian Horzyk
2017	J	`jnl`	MLECOG: Motivated Learning Embodied Cognitive Architecture. IEEE Syst. J. Janusz A. Starzyk, James T. Graham
2017	J	`jnl`	Needs, Pains, and Motivations in Autonomous Agents. IEEE Trans. Neural Networks Learn. Syst. Janusz A. Starzyk, James Graham, Leszek Puzio
2016	—	`conf`	Emergent creativity in declarative memories. SSCI Adrian Horzyk, Janusz A. Starzyk, Basawaraj
2016	—	`conf`	Trust in motivated learning agents. SSCI Janusz A. Starzyk, James T. Graham, Adrian Horzyk
2015	B	`conf`	A comparative study between motivated learning and reinforcement learning. IJCNN James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan
2015	J	`jnl`	Opportunistic Behavior in Motivated Learning Agents. IEEE Trans. Neural Networks Learn. Syst. James T. Graham, Janusz A. Starzyk, Daniel Jachyra
2015	—	`conf`	Visual Saccades for Object Recognition. ICAISC (1) Janusz A. Starzyk
2014	—	`conf`	Advancing motivated learning with goal creation. CIHLI James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He
2014	—	`conf`	Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-agent Reinforcement Learning. WI-IAT (3) Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
2014	B	`conf`	Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. IJCNN Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
2014	—	`conf`	Managing Machine's Motivations. ICAISC (2) Janusz A. Starzyk, James T. Graham, Leszek Puzio
2014	J	`jnl`	Memristor Crossbar Architecture for Synchronous Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. Janusz A. Starzyk, Basawaraj
2013	J	`jnl`	A spatio-temporal Long-term Memory approach for visual place recognition in mobile robotic navigation. Robotics Auton. Syst. Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh
2013	—	`conf`	Building Internal Scene Representation in Cognitive Agents. KICSS Marek Jaszuk, Janusz A. Starzyk
2013	—	`conf`	Cognitive agent and its implementation in the blender game engine environment. CIHLI Janusz A. Starzyk, Pawel Raif
2013	—	`conf`	Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture. IWANN (1) Janusz A. Starzyk, Basawaraj
2013	Misc	`conf`	Simulation of a Motivated Learning Agent. AIAI Janusz A. Starzyk, James T. Graham, Leszek Puzio
2013	—	`conf`	Transitioning from motivated to cognitive agent model. CIHLI James T. Graham, Janusz A. Starzyk
2012	—	`conf`	A Biopsychically Inspired Cognitive System for Intelligent Agents in Aerospace Applications. Infotech@Aerospace Xudan Xu, James T. Graham, Basawaraj, J. Jim Zhu, Janusz A. Starzyk, Ping Zhang
2012	—	`conf`	A Question Answer Approach to Building Semantic Memory. ICAISC (2) Basawaraj, Janusz A. Starzyk, Marek Jaszuk
2012	J	`jnl`	Fast Vanishing-Point Detection in Unstructured Environments. IEEE Trans. Image Process. Peyman Moghadam, Janusz A. Starzyk, W. Sardha Wijesoma
2012	J	`jnl`	Motivated learning for the development of autonomous systems. Cogn. Syst. Res. Janusz A. Starzyk, James T. Graham, Pawel Raif, Ah-Hwee Tan
2012	J	`jnl`	Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. IEEE Trans. Neural Networks Learn. Syst. Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
2012	J	`jnl`	Neural Network Structure for Spatio-Temporal Long-Term Memory. IEEE Trans. Neural Networks Learn. Syst. Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh, Daniel Jachyra
2012	—	`conf`	Opportunistic Motivated Learning Agents. ICAISC (2) James T. Graham, Janusz A. Starzyk, Daniel Jachyra
2012	J	`jnl`	Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse Effects. IEEE Trans. Neural Networks Learn. Syst. Tingwen Huang, Chuandong Li, Shukai Duan, Janusz A. Starzyk
2012	B	`conf`	Sequence recognition with spatio-temporal long-term memory organization. IJCNN Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh
2011	B	`conf`	Mental saccades in control of cognitive process. IJCNN Janusz A. Starzyk
2011	B	`conf`	Motivated learning in autonomous systems. IJCNN Pawel Raif, Janusz A. Starzyk
2010	B	`conf`	A self-organizing approach to episodic memory modeling. IJCNN Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
2010	B	`conf`	Mental development and representation building through motivated learning. IJCNN Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan
2010	B	`conf`	Spatio-temporal sequence learning of visual place cells for robotic navigation. IJCNN Vu Anh Nguyen, Janusz A. Starzyk, Alex Leng Phuan Tay, Wooi-Boon Goh
2009	J	`jnl`	Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization. IEEE Trans. Neural Networks Janusz A. Starzyk, Haibo He
2008	B	`conf`	A hybrid self-organizing Neural Gas based network. IJCNN James T. Graham, Janusz A. Starzyk
2008	J	`jnl`	Optimized Approximation Algorithm in Neural Networks Without Overfitting. IEEE Trans. Neural Networks Yinyin Liu, Janusz A. Starzyk, Zhen Zhu
2007	—	`conf`	A Hierarchical Self-organizing Associative Memory for Machine Learning. ISNN (1) Janusz A. Starzyk, Haibo He, Yue Li
2007	J	`jnl`	A Novel Low-Power Logic Circuit Design Scheme. IEEE Trans. Circuits Syst. II Express Briefs Janusz A. Starzyk, Haibo He
2007	J	`jnl`	Anticipation-Based Temporal Sequences Learning in Hierarchical Structure. IEEE Trans. Neural Networks Janusz A. Starzyk, Haibo He
2007	—	`conf`	Hybrid Pipeline Structure for Self-Organizing Learning Array. ISNN (2) Janusz A. Starzyk, Mingwei Ding, Yinyin Liu
2007	J	`jnl`	Low-Power Tunable Analog Circuit Blocks Based on Nanoscale Double-Gate MOSFETs. IEEE Trans. Circuits Syst. II Express Briefs Savas Kaya, Hesham F. A. Hamed, Janusz A. Starzyk
2007	—	`conf`	Online Dynamic Value System for Machine Learning. ISNN (1) Haibo He, Janusz A. Starzyk
2007	—	`conf`	Optimizing number of hidden neurons in neural networks. Artificial Intelligence and Applications Yue Liu, Janusz A. Starzyk, Zhen Zhu
2007	J	`jnl`	Self-organizing learning array and its application to economic and financial problems. Inf. Sci. Zhineng Zhu, Haibo He, Janusz A. Starzyk, C. Tseng
2007	—	`conf`	Sparse Coding in Sparse Winner Networks. ISNN (2) Janusz A. Starzyk, Yinyin Liu, David D. Vogel
2006	J	`jnl`	Associative Learning in Hierarchical Self-Organizing Learning Arrays. IEEE Trans. Neural Networks Janusz A. Starzyk, Zhen Zhu, Yue Li
2006	J	`jnl`	Dynamically reconfigurable neuron architecture for the implementation of self-organising learning array. Int. J. Embed. Syst. Janusz A. Starzyk, Yongtao Guo, Zhineng Zhu
2005	—	`conf`	Associative Learning in Hierarchical Self Organizing Learning Arrays. ICANN (1) Janusz A. Starzyk, Zhen Zhu, Yue Li
2005	—	`conf`	Neural Network with Memory and Cognitive Functions. ICANN (1) Janusz A. Starzyk, Yue Li, David D. Vogel
2005	—	`conf`	Optimized Interconnections in Probabilistic Self-Organizing Learning. Artificial Intelligence and Applications Janusz A. Starzyk, Mingwei Ding, Haibo He
2005	J	`jnl`	Self-organizing learning array. IEEE Trans. Neural Networks Janusz A. Starzyk, Zhen Zhu, Tsun-Ho Liu
2004	J	`jnl`	A cost-effective approach to the design and layout of a 14-b current-steering DAC macrocell. IEEE Trans. Circuits Syst. I Regul. Pap. Janusz A. Starzyk, Russell P. Mohn, Liang Jing
2004	J	`jnl`	Dynamic probability estimator for machine learning. IEEE Trans. Neural Networks Janusz A. Starzyk, Feng Wang
2004	A	`conf`	Dynamically Reconfigurable Neuron Architecture for the Implementation of Self-Organizing Learning Array. IPDPS Janusz A. Starzyk, Yongtao Guo, Zhineng Zhu
2004	J	`jnl`	Entropy-based optimum test points selection for analog fault dictionary techniques. IEEE Trans. Instrum. Meas. Janusz A. Starzyk, Dong Liu, Zhi-Hong Liu, Dale E. Nelson, Jerzy Rutkowski
2003	—	`conf`	Cost-oriented design of a 14-bit current steering DAC macrocell. ISCAS (1) Janusz A. Starzyk, Russell P. Mohn
2003	—	`conf`	Design of a Self-Organizing Learning Array system. ISCAS (5) Janusz A. Starzyk, Tsun-Ho Liu
2003	—	`conf`	Dynamically Self-Reconfigurable Machine Learning Structure for FPGA Implementation. Engineering of Reconfigurable Systems and Algorithms Janusz A. Starzyk, Yongtao Guo
2003	J	`jnl`	Iterated wavelet transformation and signal discrimination for HRR radar target recognition. IEEE Trans. Syst. Man Cybern. Part A Dale E. Nelson, Janusz A. Starzyk, D. David Ensley
2003	—	`conf`	Real-time acquisition and tracking for GPS receivers. ISCAS (4) Abdulqadir Alaqeeli, Janusz A. Starzyk, Frank van Graas
2003	J	`jnl`	Wavelet Transformation and Signal Discrimination for HRR Radar Target Recognition. Multidimens. Syst. Signal Process. Dale E. Nelson, Janusz A. Starzyk, D. David Ensley
2002	—	`conf`	A decomposition method for analog fault location. ISCAS (3) Janusz A. Starzyk, Dong Liu
2002	J	`jnl`	A generalized fault diagnosis method in dynamic analogue circuits. Int. J. Circuit Theory Appl. Dong Liu, Janusz A. Starzyk
2002	—	`conf`	Locating stuck faults in analog circuits. ISCAS (3) Janusz A. Starzyk, Dong Liu
2001	—	`conf`	Multiple fault diagnosis of analog circuits by locating ambiguity groups of test equation. ISCAS (5) Janusz A. Starzyk, Dong Liu
2001	J	`jnl`	Nonrandom quantization errors in timebases. IEEE Trans. Instrum. Meas. Gerard N. Stenbakken, Dong Liu, Janusz A. Starzyk, Bryan C. Waltrip
2000	J	`jnl`	A Mathematical Foundation for Improved Reduct Generation in Information Systems. Knowl. Inf. Syst. Janusz A. Starzyk, Dale E. Nelson, Kirk Sturtz
2000	—	`conf`	A dynamically reconfigurable system-on-a-chip architecture for future mobile digital signal processing. EUSIPCO Ahmad Alsolaim, Jürgen Becker, Manfred Glesner, Janusz A. Starzyk
2000	Misc	`conf`	Architecture and Application of a Dynamically Reconfigurable Hardware Array for Future Mobile Communication Systems. FCCM Ahmad Alsolaim, Janusz A. Starzyk, Jürgen Becker, Manfred Glesner
2000	Misc	`conf`	Fast Communication Mechanisms in Coarse-grained Dynamically Reconfigurable Array Architectures. PDPTA Jürgen Becker, Manfred Glesner, Ahmad Alsolaim, Janusz A. Starzyk
2000	C	`conf`	Fault diagnosis in analog and mixed mode low testability system. ISCAS Janusz A. Starzyk, Jing Pang
1994	Misc	`conf`	An organization of the test bus for analog and mixed-signal systems. VTS Janusz A. Starzyk, Zhi-Hong Liu, Jun Zou
1994	J	`jnl`	Hierarchical analysis of high frequency interconnect networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Janusz A. Starzyk
1992	J	`jnl`	A decomposition approach for testing large analog networks. J. Electron. Test. Janusz A. Starzyk, Hong Dai