| 2025 | IJCNN | Improving electrocardiogram signal classification using the FlexPoints algorithm and convolutional long short-term memory networks. | Daniel Bulanda, Janusz A. Starzyk, Malgorzata Bulanda, Adrian Horzyk |
| 2023 | ECAI | Motivated Agent with Semantic Memory. | Janusz A. Starzyk, Marcin Kowalik, Adrian Horzyk |
| 2023 | ICONIP | Explainable Sparse Associative Self-optimizing Neural Networks for Classification. | Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk |
| 2023 | ICONIP | Structural Properties of Associative Knowledge Graphs. | Janusz A. Starzyk, Przemyslaw Stoklosa, Adrian Horzyk, Pawel Raif |
| 2019 | ICANN | Temporal Coding of Neural Stimuli. | Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk |
| 2018 | IJCNN | Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. | Adrian Horzyk, Janusz A. Starzyk |
| 2015 | ICAISC | Visual Saccades for Object Recognition. | Janusz A. Starzyk |
| 2015 | IJCNN | A comparative study between motivated learning and reinforcement learning. | James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan |
| 2014 | ICAISC | Managing Machine's Motivations. | Janusz A. Starzyk, James T. Graham, Leszek Puzio |
| 2014 | IJCNN | Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. | Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow |
| 2013 | IWANN | Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture. | Janusz A. Starzyk, Basawaraj |
| 2012 | ICAISC | A Question Answer Approach to Building Semantic Memory. | Basawaraj, Janusz A. Starzyk, Marek Jaszuk |
| 2012 | ICAISC | Opportunistic Motivated Learning Agents. | James T. Graham, Janusz A. Starzyk, Daniel Jachyra |
| 2012 | IJCNN | Sequence recognition with spatio-temporal long-term memory organization. | Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh |
| 2011 | IJCNN | Motivated learning in autonomous systems. | Pawel Raif, Janusz A. Starzyk |
| 2011 | IJCNN | Mental saccades in control of cognitive process. | Janusz A. Starzyk |
| 2010 | IJCNN | Spatio-temporal sequence learning of visual place cells for robotic navigation. | Vu Anh Nguyen, Janusz A. Starzyk, Alex Leng Phuan Tay, Wooi-Boon Goh |
| 2010 | IJCNN | Mental development and representation building through motivated learning. | Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan |
| 2010 | IJCNN | A self-organizing approach to episodic memory modeling. | Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk |
| 2008 | IJCNN | A hybrid self-organizing Neural Gas based network. | James T. Graham, Janusz A. Starzyk |
| 2007 | ISNN | Online Dynamic Value System for Machine Learning. | Haibo He, Janusz A. Starzyk |
| 2007 | ISNN | Hybrid Pipeline Structure for Self-Organizing Learning Array. | Janusz A. Starzyk, Mingwei Ding, Yinyin Liu |
| 2007 | ISNN | A Hierarchical Self-organizing Associative Memory for Machine Learning. | Janusz A. Starzyk, Haibo He, Yue Li |
| 2007 | ISNN | Sparse Coding in Sparse Winner Networks. | Janusz A. Starzyk, Yinyin Liu, David D. Vogel |
| 2005 | ICANN | Neural Network with Memory and Cognitive Functions. | Janusz A. Starzyk, Yue Li, David D. Vogel |
| 2005 | ICANN | Associative Learning in Hierarchical Self Organizing Learning Arrays. | Janusz A. Starzyk, Zhen Zhu, Yue Li |
| 2003 | ISCAS | Real-time acquisition and tracking for GPS receivers. | Abdulqadir Alaqeeli, Janusz A. Starzyk, Frank van Graas |
| 2003 | ISCAS | Design of a Self-Organizing Learning Array system. | Janusz A. Starzyk, Tsun-Ho Liu |
| 2003 | ISCAS | Cost-oriented design of a 14-bit current steering DAC macrocell. | Janusz A. Starzyk, Russell P. Mohn |
| 2002 | ISCAS | Locating stuck faults in analog circuits. | Janusz A. Starzyk, Dong Liu |
| 2002 | ISCAS | A decomposition method for analog fault location. | Janusz A. Starzyk, Dong Liu |
| 2001 | ISCAS | Multiple fault diagnosis of analog circuits by locating ambiguity groups of test equation. | Janusz A. Starzyk, Dong Liu |
| 2000 | FCCM | Architecture and Application of a Dynamically Reconfigurable Hardware Array for Future Mobile Communication Systems. | Ahmad Alsolaim, Janusz A. Starzyk, Jrgen Becker, Manfred Glesner |
| 2000 | ISCAS | Fault diagnosis in analog and mixed mode low testability system. | Janusz A. Starzyk, Jing Pang |
| 2000 | PDPTA | Fast Communication Mechanisms in Coarse-grained Dynamically Reconfigurable Array Architectures. | Jrgen Becker, Manfred Glesner, Ahmad Alsolaim, Janusz A. Starzyk |
| 1994 | VTS | An organization of the test bus for analog and mixed-signal systems. | Janusz A. Starzyk, Zhi-Hong Liu, Jun Zou |