Janusz A. Starzyk

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 24

Top Topics

Nearest Neighbor

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Janusz A. Starzyk, Przemyslaw Stoklosa, Adrian Horzyk, Pawel Raif
Structural Properties of Associative Knowledge Graphs. ICONIP (4) (2023)
Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk
Explainable Sparse Associative Self-optimizing Neural Networks for Classification. ICONIP (9) (2023)
Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
Construction and Training of Multi-Associative Graph Networks. ECML/PKDD (3) (2023)
Janusz A. Starzyk, Marcin Kowalik, Adrian Horzyk
Motivated Agent with Semantic Memory. ECAI (2023)
Janusz A. Starzyk, Marek Jaszuk, Lukasz Maciura, Adrian Horzyk
Concurrent Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
ASA-graphs for efficient data representation and processing. Int. J. Appl. Math. Comput. Sci. 30 (4) (2020)
Janusz A. Starzyk, Lukasz Maciura, Adrian Horzyk
Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk
Feature Significance in Wide Neural Networks. SSCI (2019)
Adrian Horzyk, Janusz A. Starzyk
Associative Data Model in Search for Nearest Neighbors and Similar Patterns. SSCI (2019)
Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk
Temporal Coding of Neural Stimuli. ICANN (Workshop) (2019)
Basawaraj, Janusz A. Starzyk, Adrian Horzyk
Episodic Memory in Minicolumn Associative Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. 30 (11) (2019)
Patryk Orzechowski, Adrian Horzyk, Janusz A. Starzyk, Jason H. Moore
Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks. SSCI (2018)
Adrian Horzyk, Janusz A. Starzyk
Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs. SSCI (2018)
Adrian Horzyk, Janusz A. Starzyk
Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. IJCNN (2018)
Basawaraj, Janusz A. Starzyk, Adrian Horzyk
Lumped mini-column associative knowledge graphs. SSCI (2017)
Janusz A. Starzyk, James Graham, Leszek Puzio
Needs, Pains, and Motivations in Autonomous Agents. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Adrian Horzyk, Janusz A. Starzyk, James Graham
Integration of Semantic and Episodic Memories. IEEE Trans. Neural Networks Learn. Syst. 28 (12) (2017)
Adrian Horzyk, Janusz A. Starzyk
Fast neural network adaptation with associative pulsing neurons. SSCI (2017)
Janusz A. Starzyk, James T. Graham
MLECOG: Motivated Learning Embodied Cognitive Architecture. IEEE Syst. J. 11 (3) (2017)
Janusz A. Starzyk, James T. Graham, Adrian Horzyk
Trust in motivated learning agents. SSCI (2016)
Adrian Horzyk, Janusz A. Starzyk, Basawaraj
Emergent creativity in declarative memories. SSCI (2016)
Janusz A. Starzyk
Visual Saccades for Object Recognition. ICAISC (1) (2015)
James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, T.-H. Teng, Ah-Hwee Tan
A comparative study between motivated learning and reinforcement learning. IJCNN (2015)
James T. Graham, Janusz A. Starzyk, Daniel Jachyra
Opportunistic Behavior in Motivated Learning Agents. IEEE Trans. Neural Networks Learn. Syst. 26 (8) (2015)
Janusz A. Starzyk, James T. Graham, Leszek Puzio
Managing Machine's Motivations. ICAISC (2) (2014)
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-agent Reinforcement Learning. WI-IAT (3) (2014)
James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He
Advancing motivated learning with goal creation. CIHLI (2014)
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. IJCNN (2014)
Janusz A. Starzyk, Basawaraj
Memristor Crossbar Architecture for Synchronous Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Marek Jaszuk, Janusz A. Starzyk
Building Internal Scene Representation in Cognitive Agents. KICSS (2013)
Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh
A spatio-temporal Long-term Memory approach for visual place recognition in mobile robotic navigation. Robotics Auton. Syst. 61 (12) (2013)
Janusz A. Starzyk, Basawaraj
Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture. IWANN (1) (2013)
Janusz A. Starzyk, James T. Graham, Leszek Puzio
Simulation of a Motivated Learning Agent. AIAI (2013)
Janusz A. Starzyk, Pawel Raif
Cognitive agent and its implementation in the blender game engine environment. CIHLI (2013)
James T. Graham, Janusz A. Starzyk
Transitioning from motivated to cognitive agent model. CIHLI (2013)
Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. IEEE Trans. Neural Networks Learn. Syst. 23 (10) (2012)
Tingwen Huang, Chuandong Li, Shukai Duan, Janusz A. Starzyk
Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse Effects. IEEE Trans. Neural Networks Learn. Syst. 23 (6) (2012)
Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh
Sequence recognition with spatio-temporal long-term memory organization. IJCNN (2012)
Basawaraj, Janusz A. Starzyk, Marek Jaszuk
A Question Answer Approach to Building Semantic Memory. ICAISC (2) (2012)
Peyman Moghadam, Janusz A. Starzyk, W. Sardha Wijesoma
Fast Vanishing-Point Detection in Unstructured Environments. IEEE Trans. Image Process. 21 (1) (2012)
Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh, Daniel Jachyra
Neural Network Structure for Spatio-Temporal Long-Term Memory. IEEE Trans. Neural Networks Learn. Syst. 23 (6) (2012)
Xudan Xu, James T. Graham, Basawaraj, J. Jim Zhu, Janusz A. Starzyk, Ping Zhang
A Biopsychically Inspired Cognitive System for Intelligent Agents in Aerospace Applications. Infotech@Aerospace (2012)
Janusz A. Starzyk, James T. Graham, Pawel Raif, Ah-Hwee Tan
Motivated learning for the development of autonomous systems. Cogn. Syst. Res. 14 (1) (2012)
James T. Graham, Janusz A. Starzyk, Daniel Jachyra
Opportunistic Motivated Learning Agents. ICAISC (2) (2012)
Janusz A. Starzyk
Mental saccades in control of cognitive process. IJCNN (2011)
Pawel Raif, Janusz A. Starzyk
Motivated learning in autonomous systems. IJCNN (2011)
Vu Anh Nguyen, Janusz A. Starzyk, Alex Leng Phuan Tay, Wooi-Boon Goh
Spatio-temporal sequence learning of visual place cells for robotic navigation. IJCNN (2010)
Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan
Mental development and representation building through motivated learning. IJCNN (2010)
Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
A self-organizing approach to episodic memory modeling. IJCNN (2010)
Janusz A. Starzyk, Haibo He
Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization. IEEE Trans. Neural Networks 20 (5) (2009)
James T. Graham, Janusz A. Starzyk
A hybrid self-organizing Neural Gas based network. IJCNN (2008)
Yinyin Liu, Janusz A. Starzyk, Zhen Zhu
Optimized Approximation Algorithm in Neural Networks Without Overfitting. IEEE Trans. Neural Networks 19 (6) (2008)
Janusz A. Starzyk, Haibo He, Yue Li
A Hierarchical Self-organizing Associative Memory for Machine Learning. ISNN (1) (2007)
Savas Kaya, Hesham F. A. Hamed, Janusz A. Starzyk
Low-Power Tunable Analog Circuit Blocks Based on Nanoscale Double-Gate MOSFETs. IEEE Trans. Circuits Syst. II Express Briefs (7) (2007)
Janusz A. Starzyk, Haibo He
Anticipation-Based Temporal Sequences Learning in Hierarchical Structure. IEEE Trans. Neural Networks 18 (2) (2007)
Janusz A. Starzyk, Haibo He
A Novel Low-Power Logic Circuit Design Scheme. IEEE Trans. Circuits Syst. II Express Briefs (2) (2007)
Janusz A. Starzyk, Mingwei Ding, Yinyin Liu
Hybrid Pipeline Structure for Self-Organizing Learning Array. ISNN (2) (2007)
Haibo He, Janusz A. Starzyk
Online Dynamic Value System for Machine Learning. ISNN (1) (2007)
Yue Liu, Janusz A. Starzyk, Zhen Zhu
Optimizing number of hidden neurons in neural networks. Artificial Intelligence and Applications (2007)
Janusz A. Starzyk, Yinyin Liu, David D. Vogel
Sparse Coding in Sparse Winner Networks. ISNN (2) (2007)
Zhineng Zhu, Haibo He, Janusz A. Starzyk, C. Tseng
Self-organizing learning array and its application to economic and financial problems. Inf. Sci. 177 (5) (2007)
Janusz A. Starzyk, Zhen Zhu, Yue Li
Associative Learning in Hierarchical Self-Organizing Learning Arrays. IEEE Trans. Neural Networks 17 (6) (2006)
Janusz A. Starzyk, Yongtao Guo, Zhineng Zhu
Dynamically reconfigurable neuron architecture for the implementation of self-organising learning array. Int. J. Embed. Syst. 2 (1/2) (2006)
Janusz A. Starzyk, Zhen Zhu, Yue Li
Associative Learning in Hierarchical Self Organizing Learning Arrays. ICANN (1) (2005)
Janusz A. Starzyk, Yue Li, David D. Vogel
Neural Network with Memory and Cognitive Functions. ICANN (1) (2005)
Janusz A. Starzyk, Zhen Zhu, Tsun-Ho Liu
Self-organizing learning array. IEEE Trans. Neural Networks 16 (2) (2005)
Janusz A. Starzyk, Mingwei Ding, Haibo He
Optimized Interconnections in Probabilistic Self-Organizing Learning. Artificial Intelligence and Applications (2005)
Janusz A. Starzyk, Dong Liu, Zhi-Hong Liu, Dale E. Nelson, Jerzy Rutkowski
Entropy-based optimum test points selection for analog fault dictionary techniques. IEEE Trans. Instrum. Meas. 53 (3) (2004)
Janusz A. Starzyk, Yongtao Guo, Zhineng Zhu
Dynamically Reconfigurable Neuron Architecture for the Implementation of Self-Organizing Learning Array. IPDPS (2004)
Janusz A. Starzyk, Russell P. Mohn, Liang Jing
A cost-effective approach to the design and layout of a 14-b current-steering DAC macrocell. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2004)
Janusz A. Starzyk, Feng Wang
Dynamic probability estimator for machine learning. IEEE Trans. Neural Networks 15 (2) (2004)
Dale E. Nelson, Janusz A. Starzyk, D. David Ensley
Wavelet Transformation and Signal Discrimination for HRR Radar Target Recognition. Multidimens. Syst. Signal Process. 14 (1-3) (2003)
Abdulqadir Alaqeeli, Janusz A. Starzyk, Frank van Graas
Real-time acquisition and tracking for GPS receivers. ISCAS (4) (2003)
Janusz A. Starzyk, Yongtao Guo
Dynamically Self-Reconfigurable Machine Learning Structure for FPGA Implementation. Engineering of Reconfigurable Systems and Algorithms (2003)
Janusz A. Starzyk, Tsun-Ho Liu
Design of a Self-Organizing Learning Array system. ISCAS (5) (2003)
Dale E. Nelson, Janusz A. Starzyk, D. David Ensley
Iterated wavelet transformation and signal discrimination for HRR radar target recognition. IEEE Trans. Syst. Man Cybern. Part A 33 (1) (2003)
Janusz A. Starzyk, Russell P. Mohn
Cost-oriented design of a 14-bit current steering DAC macrocell. ISCAS (1) (2003)
Dong Liu, Janusz A. Starzyk
A generalized fault diagnosis method in dynamic analogue circuits. Int. J. Circuit Theory Appl. 30 (5) (2002)
Janusz A. Starzyk, Dong Liu
Locating stuck faults in analog circuits. ISCAS (3) (2002)
Janusz A. Starzyk, Dong Liu
A decomposition method for analog fault location. ISCAS (3) (2002)
Janusz A. Starzyk, Dong Liu
Multiple fault diagnosis of analog circuits by locating ambiguity groups of test equation. ISCAS (5) (2001)
Gerard N. Stenbakken, Dong Liu, Janusz A. Starzyk, Bryan C. Waltrip
Nonrandom quantization errors in timebases. IEEE Trans. Instrum. Meas. 50 (4) (2001)
Ahmad Alsolaim, Janusz A. Starzyk, Jürgen Becker, Manfred Glesner
Architecture and Application of a Dynamically Reconfigurable Hardware Array for Future Mobile Communication Systems. FCCM (2000)
Jürgen Becker, Manfred Glesner, Ahmad Alsolaim, Janusz A. Starzyk
Fast Communication Mechanisms in Coarse-grained Dynamically Reconfigurable Array Architectures. PDPTA (2000)
Janusz A. Starzyk, Dale E. Nelson, Kirk Sturtz
A Mathematical Foundation for Improved Reduct Generation in Information Systems. Knowl. Inf. Syst. 2 (2) (2000)
Ahmad Alsolaim, Jürgen Becker, Manfred Glesner, Janusz A. Starzyk
A dynamically reconfigurable system-on-a-chip architecture for future mobile digital signal processing. EUSIPCO (2000)
Janusz A. Starzyk, Jing Pang
Fault diagnosis in analog and mixed mode low testability system. ISCAS (2000)
Janusz A. Starzyk
Hierarchical analysis of high frequency interconnect networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 13 (5) (1994)
Janusz A. Starzyk, Zhi-Hong Liu, Jun Zou
An organization of the test bus for analog and mixed-signal systems. VTS (1994)
Janusz A. Starzyk, Hong Dai
A decomposition approach for testing large analog networks. J. Electron. Test. 3 (3) (1992)