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Other (2)

  • Hamed, H., Kaya, S., Starzyk, J. (2006). Compact Tunable Current-Mode Analog Circuits Using DG-MOSFETs. Niagara Falls, NY: 2006 IEEE Int. SOI Conference.
  • Kaya, S., Hamed, H., Starzyk, J. (2006). Low-Power Tuneable Analog Circuit Blocks Based on Nanoscale Dual-Gate MOSFETs. Cincinnati, OH: 6th IEEE Conference on Nanotechnology.

Journal Article, Professional Journal (65)

  • Nguyen, V., Starzyk, J., Goh, W. (2012). A Spatio-temporal Long-term Memory Approach for Visual Place Recognition in Mobile Robotic Navigation. Elsevier: Robotics and Autonomous Systems.
  • Wang, W., Subagdia, B., Tan, A., Starzyk, J. (2012). Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. 10. IEEE Trans on Neural Networks and Learning Systems; 23: 1574-1586.
  • Nguyen, V., Starzyk, J., Goh, W., Jachyra, D. (2012). Neural Network Structure for Spatio-Temporal Long-Term Memory. 6. IEEE Trans on Neural Networks and Learning Systems; 23.
  • Huang, T., Li, C., Duan, S., Starzyk, J. (2012). Robust exponential stability of uncertain delayed neural networks with stochastic perturbation and impulse effects. 6. IEEE Trans on Neural Networks and Learning Systems; 23: 866 – 875.
  • Starzyk, J., Graham, J., Raif, P., Tan, A. (2012). Motivated Learning for the Development of Autonomous Systems. 1. Cognitive Systems Research; 14: 10-25.
  • Moghadam, P., Starzyk, J., Wijesoma, W. (2012). Fast Vanishing Point Detection in Unstructured Environments. 1. IEEE Trans. on Image Processing; 21.
  • Starzyk, J., , . (2011). A Computational Model of Machine Consciousness. 2. World Scientific Journals: International Journal of Machine Consciousness; 3: 1-27. http://www.worldscinet.com/ijmc/mkt/archive.shtml?2011&3.
  • Feng, J., Qiu, W., Starzyk, J. (2011). Risk Assessment of Credit Card Application Based on Self-organizing Learning Array (SOLAR). 6. Industrial Engineering Journal; 13: 71-75.
  • Starzyk, J., Graham, J., Raif, P., Tan, A. (2011). Motivated Learning for Development of Autonomous Systems. Cognitive Systems Research; 1.
  • He, H., Shen, X., Starzyk, J. (2009). Power Quality Disturbances Analysis Based on EDMRA Method. 5. Int. Journal of Electrical Power & Energy Systems; 31.
  • Starzyk, J., He, H. (2009). Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization. 5. IEEE Trans. on Neural Networks; 20: 768-780.
  • Liu, Y., Starzyk, J., Zhu, Z. (2008). Optimized Approximation Algorithm in Neural Network without Overfitting. 4. IEEE Trans. on Neural Networks; 19: 983-995.
  • Zhu, Z., Van Graas, F., Starzyk, J. (2008). GPS Signal Acquisition Using the Repeatability of Successive Code Phase Measurements. 1. GPS Solutions, Springer Berlin/Heidelberg; 12.
  • Starzyk, J., He, H., Li, Y. (2007). A Hierarchical Self-organizing Associative Memory for Machine Learning. Lecture Notes in Computer Science; 4491: 413-423.
  • Starzyk, J., Ding, M., Liu, Y. (2007). Hybrid Pipeline Structure for Self-Organizing Learning Array. Lecture Notes in Computer Science.
  • He, H., Starzyk, J. (2007). Online Dynamic Value System for Machine Learning. Lecture Notes in Computer Science; 4491: 441-448.
  • Starzyk, J., Liu, Y., Vogel, D. (2007). Sparse Coding in Sparse Winner Networks. Lecture Notes in Computer Science; 4492: 534-541.
  • Kaya, S., Hamed, H., Starzyk, J. (2007). Low-Power Tunable Analog Circuit Blocks Based on Nanoscale Double-Gate MOSFETs. 7. IEEE Trans. Circuits Syst. II; 54: 571-575.
  • Zhu, Z., Van Graas, F., Starzyk, J. (2007). GPS signal acquisition using the repeatability of successive code phase measurements. GPS Solutions, Springer.
  • Starzyk, J., He, H. (2007). Anticipation-Based Temporal Sequences Learning in Hierarchical Structure. 2. IEEE Trans. on Neural Networks; 18: 344-358.
  • Zhu, Z., He, H., Starzyk, J., Tseng, C. (2007). Self-Organizing Learning Array and its Application to Economic and Financial Problems. 5. Elsevier Science, Information Sciences; 177: 1180-1192.
  • Starzyk, J., He, H. (2007). A Novel Low Power Logic Circuit Design Scheme. 2. IEEE Trans. Circuits Syst. II; 54: 176-180.
  • Starzyk, J., Zhu, Z., Li, Y. (2006). Associative Learning in Hierarchical Self Organizing Learning Arrays. 6. IEEE Trans. Neural Networks; 17: 1460-1470.
  • He, H., Starzyk, J. (2006). A Self Organizing Learning Array System for Power Quality Classification based on Wavelet Transform. IEEE Trans. on Power Delivery.
  • Starzyk, J., Zhu, Z., Liu, Y. (2005). Associative Learning in Hierarchical Self Organizing Learning Arrays. Artificial Neural Networks: Biological Inspirations, Lecture Notes in Computer Science; 3696: 91-96.
  • Starzyk, J., Li, Y., Vogel, D. (2005). Neural Network with Memory and Cognitive Functions. Artificial Neural Networks: Biological Inspirations. Lecture Notes in Computer Science; 3696: 85-90.
  • Starzyk, J., Zhu, Z., Liu, T. (2005). Self-Organizing Learning Array. 2. IEEE Trans. on Neural Networks; 16: 355-363.
  • Starzyk, J., Liu, D., Liu, Z., Nelson, D., Rutkowski, J. (2004). Entropy-based optimum test points selection for analog fault dictionary techniques. 3. IEEE Transactions on Instrumentation and Measurement; 53: 754-761.
  • Starzyk, J., Wang, F. (2004). Dynamic Probability Estimator for Machine Learning. 2. IEEE Trans. on Neural Networks; 15: 298-308.
  • Starzyk, J., Mohn, R., Jing, L. (2004). A Cost-Effective Approach to the Design and Layout of a 14-b Current-Steering DAC Macrocell. 1. IEEE Trans. on Circuits and Systems I: Fundamental Theory and Applications; 51: 196-200.
  • Pang, J., Van Graas, F., Starzyk, J. (2003). Fast Direct GPS P-Code Acquisition. 3. GPS Solutions, Springer-Verlag Heidelberg; 7.
  • Nelson, D., Starzyk, J., Ensley, D. (2003). Iterated wavelet transformation and signal discrimination for HRR radar target recognition. 1. IEEE Trans. on Systems, Man and Cybernetics, Part A; 33: 52-57.
  • Liu, D., Starzyk, J. (2002). A generalized fault diagnosis in dynamic analog circuits. Int. Journal of Circuit Theory and Applications; 30: 487-510.
  • Nelson, D., Starzyk, J., Ensley, D. (2002). Iterative Wavelet Transformation and Signal Discrimination for HRR Radar Target Recognition. 2. Multidimensional Systems and Signal Processing; 14.
  • Becker, J., Alsolaim, A., Glesner, M., Starzyk, J. (2001). A Parallel Dynamically Reconfigurable Architecture for Flexible Aplication-Tailored Hardware/Software Systems in Future Mobile Communication. The Journal of Supercomputing, Erratum; 23.
  • Pang, J., Starzyk, J. (2001). Fault Diagnosis in Mixed-Signal Low Testability System. 2. An Int. Journal of Analog Integrated Circuits and Signal Processing; 28: 159-170.
  • Stenbakken, G., Liu, D., Starzyk, J., Waltrip, B. (2001). Nonrandom Quatization Errors in Timebases. 4. IEEE Trans. on Instrumentation and Measurement; 50: 888-892.
  • Starzyk, J., Jan, Y., Qiu, F. (2001). A DC-DC Charge Pump Based on Voltage Doublers. 3. IEEE Trans. Circuits and Systems, Part I; 48: 350-359.
  • Starzyk, J., Pang, J., Manetti, S., Fedi, G., Piccirilli, C. (2000). Finding Ambiguity Groups in Low Testability Analog Circuits. 8. IEEE Trans. Circuits and Systems, Part I; 47: 1125-1137.
  • Starzyk, J., Nelson, D., Sturtz, K. (2000). A Mathematical Foundation for Improved Reduct Generation in Information Systems. 2. Journal of Knowledge and Information Systems; 2: 131-146.
  • Fedi, G., Manetti, S., Starzyk, J., Piccirilli, M. (1999). Determination of an Optimum Set of Testable Components in the Fault Diagnosis of Analog Circuits. 7. IEEE Trans. Circuits and Systems, Part I; 46: 779-787.
  • Starzyk, J., Nelson, D., Sturtz, K. (1999). Reduct Generation in Information Systems. Bulletin of International Rough Set Society; 3 (1/2).
  • Starzyk, J. (1994). Hierarchical Analysis of High Frequency Interconnect Networks. 5. IEEE Trans. on Computer Aided Design of Integrated Circuits and Systems; 13: 658-664.
  • Starzyk, J., Fang, X. (1993). A CMOS Current Mode Winner-Take-All Circuit with both Excitatory and Inhibitory Feedback. Electronics Letters.
  • Starzyk, J., Dai, H. (1992). A Decomposition Approach for Testing Large Analog Networks. 3. Journal of Electronic Testing - Theory and Applications; 181-195.
  • Stenbakken, G., Starzyk, J. (1992). Diakoptic and Large Change Sensitivity Analysis. 1. IEE Proc. G, Circuits, Devices and Systems; 139: 114-118.
  • Starzyk, J., Konczykowska, A. (1986). Flowgraph Analysis of Large Electronic Networks. IEEE Trans. on Circuits and Systems; CAS-33.
  • Salama, E., Starzyk, J., Bandler, J. (1984). A Unified Decomposition Approach for Fault Location in Large Analog Circuits. IEEE Trans. on Circuits and Systems; CAS-31: 609-622.
  • Starzyk, J., Biernacki, R., Bandler, J. (1984). Evaluation of Faulty Elements within Linear Subnetworks. Int. Journal of Circuit Theory and Applications; 12: 23-37.
  • Starzyk, J., Sliwa, E. (1984). Upward Topological Analysis of Large Circuits Using Directed Graph Representation. IEEE Trans. on Circuits and Systems; CAS-31: 410-414.
  • Starzyk, J., Bandler, J. (1983). Multiport Approach to Multiple-Fault Location in Analog Circuits. IEEE Trans. on Circuits and Systems; CAS-30: 762-765.
  • Starzyk, J. (1981). An Efficient Cluster Algorithm. Acta Polytechnica, CVUT, Praha; 49-55.
  • Starzyk, J., Sliwa, E. (1980). Hierarchic Decomposition Method for the Topological Analysis of Electronic Networks. Int. Journal of Circuit Theory and Applications; 8: 407-417.
  • Centkowski, G., Starzyk, J. (1980). Topological Synthesis of LLF Networks. Acta Polytechnica, CVUT, Praha; 77-86.
  • Starzyk, J. (1980). Signal Flow-Graph Analysis by Decomposition Method. 2. IEE Proc. on Electronic Circuits and Systems; 81-86.
  • Starzyk, J. (1978). Generation of Complete Trees by the Method of Modified Structural Matrix. 4. Arch. Elektrot.; 843-852.
  • Starzyk, J. (1977). Application of the Controlled Expansions Method to the Topological Analysis of Circuits. z.1. Arch. Elektrot.; 47-58.
  • Starzyk, J. (1977). Determination of the Nullator-Norator Graph's Complete Trees. t.XX 12. Radio Electronics and Communication Systems; 9-15.
  • Starzyk, J. (1977). New Method for Designing Complete Trees of a Pair of Conjugate Graphs. z.1. Arch. Elektrot.; 41-46.
  • Starzyk, J., Wojciechowski, J. (1977). Topological Analysis and Synthesis of Electrical Networks by the Method of Structural Numbers. Warszawa: Raport Naukowy IPE.
  • Starzyk, J. (1976). Topological Synthesis of Linear Active Networks Described by Multivariable Functions. z.2. Arch. Elektrot.; 287-295.
  • Starzyk, J. (1975). Complement of Columns of Constant-row Structural Number to the Factorizable Number. z.2. Arch. Elektrot.; 237-244.
  • Konczykowska, ., Starzyk, J. (1975). Determination of Structural Number of a Partitioned Graph. Part I and II. z.2. Arch. Elektrot; 245-262.
  • Starzyk, J. (1975). Topological Methods of Analysis of LSL Networks with Nullators and Norators. 20. Warszawa: Prace Naukowe PW, Elektronika; 73-89.
  • Starzyk, J. (1975). Topological, Analysis of LSL Networks with Nullators and Norators; Impedance Dependencies. 20. Warszawa: Prace Naukowe PW, Elektronika; 61-71.

Conference Proceeding (42)

  • Xu, X., Graham, J., , B., Zhu, J., Starzyk, J., Zhang, P. (2012). A Biopsychically Inspired Cognitive System for Intelligent Entomopters. AIAA Infotech @Aerospace 2012 Conference.
  • Nguyen, V., Starzyk, J., Goh, W. (2012). Sequence Recognition with Spatio-Temporal Long-Term Memory Organization. Brisbane, Australia: Int. Joint Conf. on Neural Networks.
  • Basawaraj, ., Starzyk, J., Jaszuk, M. (2012). A Question Answer Approach to Building Semantic Memory. Zakopane: 11th Int. Conf. on Artificial Intelligence and Soft Computing.
  • Graham, J., Starzyk, J., Jachyra, D. (2012). Opportunistic Motivated Learning Agents. Zakopane: 11th Int. Conf. on Artificial Intelligence and Soft Computing; 442-449.
  • Carpenter, S., Yu, X., Altun, M., Graham, J., Zhu, J., Starzyk, J. (2011). Vision Guided Motion Control of a Biomimetic Elastic Cable Driven Quadruped Robot -The RoboCat. Denver, CO: IMECE, Int. Mechanical Engineering Congress.
  • Starzyk, J. (2011). Mental Saccades in Control of Cognitive Process. San Jose, CA: Int. Joint Conf. on Neural Networks.
  • Starzyk, J. (2011). Motivated Learning in Autonomous Systems. San Jose, CA: Int. Joint Conf. on Neural Networks.
  • Prasad, D., Starzyk, J. (2010). A Perspective on Machine Consciousness. Lisboa: Second International Conference on Advanced Cognitive Technologies and Applications.
  • Prasad, D., Starzyk, J. (2010). Object detection and representation in motivated conscious machines. Singapore: Decade of the Mind – VI.
  • Wang, W., Subagdja, B., Tan, A., Starzyk, J. (2010). A Self-Organizing Approach to Episodic Memory Modeling. Barcelona: The 2010 IEEE World Congress on Computational Intelligence.
  • Starzyk, J., Raif, P., Tan, A. (2010). Mental Development and Representation Building through Motivated Learning. Barcelona: The 2010 IEEE World Congress on Computational Intelligence.
  • Nguyen, V., Starzyk, J. (2010). Spatio-Temporal Sequence Learning of Visual Place Cells for Robotic Navigation. Barcelona: The 2010 IEEE World Congress on Computational Intelligence.
  • Starzyk, J. (2010). Water Resource Planning and Management using Motivated Machine Learning. Paris: 10th Kovacs Colloquium UNESCO.
  • Starzyk, J., Prasad, D. (2010). Machine Consciousness: A Computational Model. Madrid: Third International ICSC Symposium on Models of Consciousness.
  • Starzyk, J., Raif, P., Tan, A. (2010). Motivated Learning as an Extension of Reinforcement Learning. Zurich: 4th International Conference on Cognitive Systems.
  • Elmisery, F., Starzyk, J. (2008). A neural network based on sequence learning for speech recognition. Cairo, Egypt: ICCES 2008. International Conference on Computer Engineering & Systems; 139-142.
  • Alaqeeli, A., Starzyk, J., Van Graas, F. (2003). Real-Time Acquisition and Tracking for GPS Receivers. Bangkok, Thailand: 2003 IEEE International Symposium on Circuits and Systems (ISCAS 2003).
  • Starzyk, J., Liu, D. (2001). Multiple Fault Diagnosis of Analog Circuits by Locating Ambiguity Groups in Test Equation. Sydney, Australia: Proc. IEEE Int. Symp. Circuits and Systems; 5: 199 - 202.
  • Starzyk, J., Liu, D. (2001). A Method for Multiple Fault Diagnosis in Analog Circuits. Athens, OH: Proc. Southeastern Symposium on System Theory; 65 - 68.
  • Zhou, Q., Chelberg, D., Zeng, Y., Starzyk, J. (2001). Robust Optical Flow Estimation Using Invariant Feature. Athens, OH: Proc. Southeastern Symp. on System Theory; 263 – 267.
  • Nelson, D., Starzyk, J. (2000). Fusing Marginal Reducts for HRR Target Identification. Orlando, Florida: 4th World Multi-Conference on Systems, Cybernetics and Informatics (SCI2000); 452-460.
  • Starzyk, J. (1984). Decomposition Approach to a VLSI Symbolic Layout with Mixed Constraints. Montreal: Proc. IEEE Int. Symp. Circuits and Systems; 457-460.
  • Starzyk, J., Bandler, J. (1983). Design of Tests for Parameter Evaluation within Remote Inaccessible Faulty Subnetworks. Newport Beach, CA: Proc. IEEE Int. Symp. Circuits and Systems; 1106-1109.
  • Gupta, H., Bandler, J., Starzyk, J., Sharma, J. (1982). A Hierarchical Decomposition Approach for Network Analysis. Rome: Proc. IEEE Int. Symp. Circuits and Systems; 643-646.
  • Bandler, J., Biernacki, R., Salama, A., Starzyk, J. (1982). Fault Isolation in Linear Analog Circuits Using the Ll Norm. Rome: Proc. IEEE Int. Symp. Circuits and Systems; 1140-1143.
  • Starzyk, J., Bandler, J. (1982). Nodal Approach to Multiple-Fault Location in Analog Circuits. Rome: Proc. IEEE Int. Symp. Circuits and Systems; 1136-1139.
  • Biernacki, R., Starzyk, J. (1981). A Test Generation Algorithm for Parameter Identification of Analog Circuits. The Hague: Proc. European Conf. Circuit Theory and Design; 993-997.
  • Konczykowska, ., Starzyk, J. (1981). Computer Justification of Upward Topological Analysis of Signal-Flow Graphs. The Hague: Proc. European Conf. Circuit Theory and Design; 464-467.
  • Centkowski, G., Starzyk, J., Sliwa, E. (1981). Symbolic Analysis of Large LLS Networks by Means of Upward Hierarchical Analysis. The Hague: Proc. European Conf. Circuit Theory and Design; 358-361.
  • Konczykowska, ., Starzyk, J. (1980). Computer Analysis of Large Signal Flowgraphs by Hierarchical Decomposition Method. Warsaw: Proc. European Conf. Circuit Theory and Design; 408-413.
  • Centkowski, G., Starzyk, J., Sliwa, E. (1980). Computer Implementation of Topological Methods in the Analysis of Large Networks. Warsaw: Proc. European Conf. Circuit Theory and Design; 69-74.
  • Biernacki, R., Starzyk, J. (1980). Sufficient Test Conditions for Parameter Identification of Analog Circuits Based on Voltage Measurements. Warsaw: Proc. European Conf. Circuit Theory and Design; 233-241.
  • Starzyk, J. (1979). Advanced Topological Analysis. Bocheniec: Proc. of 4th Polish-Czech Workshop on Circuit Theory; 90-94.
  • Starzyk, J., Konczykowska, A. (1979). Hierarchical Decomposition of Signal-Flow Graphs. Prague: Third Int. Conf. Electronic Circuits; 248-251.
  • Starzyk, J., Sliwa, E. (1979). Topological Analysis by Hierarchic Decomposition Method. Ljubljana: Fourth Int. Symp. on Network Theory; 155-160.
  • Starzyk, J. (1977). Topological Synthesis of Linear Network with Grounded Operational Amplifiers. Czarlino: Proc. of 2nd Polish-Czech Workshop on Circuit Theory; 201-206.
  • Starzyk, J. (1976). Edge Orientation in Topological Synthesis of Linear Networks. Podlesice: Fifth Symp. Mathematical Methods in Electrical Engineering; 169-179.
  • Starzyk, J. (1976). Selected Topics in Topological Synthesis of Networks by the Method of Structural Numbers. Warsaw: Symp. for XXV Anniversary of Electrical Engineering Dept.; 116-117.
  • Starzyk, J. (1976). Topological Synthesis of Linear Active Networks with the Method of Structural Numbers. Genova: Proc. European Conf. Circuit Theory and Design; 340-348.
  • Starzyk, J. (1975). Problems in Topological Analysis. Warsaw: First National Conf. URSI; 250-252.
  • Starzyk, J. (1975). Topological Synthesis of Multivariable Network Functions. Split: Third Int. Symp. on Network Theory; 555-564.
  • Starzyk, J. (1974). Complement of Set of Trees. Pacific Grove: Eight Asilomar Conf. Circuits, Systems and Computers; 227-230.

Book, Non-Scholarly (4)

  • Starzyk, J. (2008). Topological Analysis and Diagnosis of Analog Circuits. Wydawnictwa Politechniki Slaskiej; 140.
  • Starzyk, J. (1987). Advances in Circuits and Systems - Selected Papers on Analog Fault Diagnosis. New York: IEEE Press.
  • Starzyk, J., Chua, L., Lin, P. (1981). Computer aided analysis of electronic circuits, algorithms and computational techniques. Warszawa: Wydawnictwa Naukowo Techniczne.
  • Starzyk, J. (1981). Topological Analysis of Large Electronic Circuits. WPW, Warszawa: Prace Naukowe, Elektronika, WPW; 55: 184.

Book, Chapter in Scholarly Book (2)

  • Starzyk, J. (2011). Motivated Learning for Computational Intelligence, in Computational Modeling and Simulation of Intellect: Current State and Future Perspectives. B. Igelnik, IGI Publishing.
  • Starzyk, J., Liu, Y., Batog, S. (2010). A Novel Optimization Algorithm Based on Reinforcement Learning. Springer Verlag; 27-49.

Journal Article, Academic Journal (1)

  • Hamed, H., Kaya, S., Starzyk, J., Analog, J. (2008). Use of nano-scale double-gate MOSFETs in low-power tunable current mode analog circuits. Integr. Circ. & Sig. Process; 54: 211.

Book, Chapter in Non-Scholarly Book (3)

  • Starzyk, J. (2008). "Motivation in Embodied Intelligence" in Frontiers in Robotics, Automation and Control. Austria: I-Tech Education and Publishing; 83-110.
  • Starzyk, J., El-Gamal, A. (1988). "Fault Location by Nodal Equations" in Analog Methods for Circuit Analysis and Diagnosis. New York: Marcel Dekker, Inc.
  • Starzyk, J. (1978). Introduction to Computer Design and Analysis of Electronic Networks. Warszawa: Wydawnictwa PW.

Patents

  • Starzyk, J., Nelson, D. System and method for identifying an object. 7,308,378.
  • Starzyk, J. Self-Organizing Data-Driven Learning Hardware with Local Interconnections. 7,293,002 B2.
  • Starzyk, J. Method and System of Goal Creation for Machine Intelligence. Air Force invention number AFD 983.
  • Starzyk, J., Nelson, D. Object Identification System and Method. 7,035,754.
  • Starzyk, J., Mohn, R., Senko, T. Algorithm for the Reduction of Systematic Errors in Current Steering DAC. 20030227402.
  • Starzyk, J. Dynamic Probability Estimator for Self-Organizing Data-Driven Learning Hardware.