Contact Info
1870 Miner Circle
Rolla, MO 65409
(573) 341-6811
dwunsch@mst.edu

Publications

[Journal papers] [Conference papers] [Other Publications] [Related Publications by Other Authors]

Journal Papers

 

R. Dua, S. E. Watkins, and D. C. Wunsch, “Demodulation of Extrinsic Fabry-Perot Interferometric Sensors for Vibration Testing using Neural Networks,?? Journal of Optical Engineering, 43 (12), pp. 2976-2985, December 2004.

[PDF Full-Text (1900 KB)]

 

Xindi Cai, Ganesh K. Venayagamoorthy and Donald C. Wunsch II, “Evolutionary swarm neural network game engine for capture Go,?? Submitted to Neural Networks, August 2007.

 

R. Dua, D. Beetner, V. Stoecker, and D. C. Wunsch, “Detection and Classification of Basal Cell Carcinoma using Electrical Impedance and Neural Networks,?? IEEE Transactions on Biomedical Engineering, 51 (1), pp. 66-71, January 2004.

[PDF Full-Text (188 KB)]

 

Dua, R; Beetner, D.G.; Wunsch, D.C., II; "Detection of basal cell carcinoma using electrical impedance and neural networks", Biomedical Engineering, IEEE Transactions on, Volume:51 Issue 1, Page(s) 66-71, Jan. 2004.

[PDF Full-Text (200 KB)]

 

Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy and Donald C. Wunsch II, “Time series prediction with recurrent neural networks using hybrid PSO-EA algorithm,?? Proceedings of IJCNN04, Budapest 2004.

 

Saad, E.W.; Choi, J.J.; Vian, J.L.; Wunsch, D.C., II; "Query-based learning for aerospace applications", Neural Networks, IEEE Transactions on, Volume:14 Issue 5, Page(s) 1437-1448, Nov. 2003.

[PDF Full-Text (712 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C.; "Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system", Neural Networks, IEEE Transactions on, Volume:14 Issue 5, Page(s) 1047-1064, Sept. 2003.

[PDF Full-Text (1131 KB)]

 

Zhang, Nian; Wunsch, D.C., II; Harary, F.; "The Subcircuit Extraction Problem", Potentials, IEEE, Volume:22 Issue 3, Page(s) 22-25, Aug.-Sept. 2003.

[PDF Full-Text (263 KB)]

 

Xindi Cai, Danil V. Prokhorov and Donald C. Wunsch II, “Training winner-take-all simultaneous recurrent neural networks,?? Submitted to IEEE Trans. on Neural Networks, May 2003.

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C.; "Dual heuristic programming excitation neurocontrol for generators in a multimachine power system", Industrial Applications, IEEE Transactions on, Volume:39 Issue 2, Page(s) 382-394, Mar. - April 2003.

[PDF Full-Text (1131 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C. , "Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator", Neural Networks, IEEE Transactions on , Volume: 13 Issue: 3 , Page(s): 764 -773, May 2002

[PDF Full-Text (402 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G. , "Two separate continually online-trained neurocontrollers for excitation and turbine control of a turbogenerator ", Industry Applications, IEEE Transactions on , Volume: 38 Issue: 3 , Page(s): 887 -893, May/Jun 2002

[PDF Full-Text (305 KB)]

 

Venayagamoorthy GK, Harley RG, "A Continually Online Trained Neurocontroller for Excitation and Turbine Control of a Turbogenerator", IEEE PES Transactions on Enerny Conversion, Volume: 16 Issue: 16, Page(s): 261 - 269, Sept. 2001.

 

Li, Shuhui, Donald C. Wunsch, Edgar O’Hair, Michael G. Giesselmann. “Comparative Analysis of regression and Artificial Neural Network Models for Wind Turbine Power Curve Estimation pp. 327-332,Journal of Solar Energy Engineering--November 2001 Volume 123, Issue 4, pp. 265-389

[PDF Full-Text]

 

Iyer, M.S.; Wunsch, D.C., II , "Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs", Neural Networks, IEEE Transactions on , Volume: 12 Issue: 6, Page(s): 1433 -1444, Nov. 2001

[PDF Full-Text (470 KB)]

 

Shuhui Li; Wunsch, D.C.; O'Hair, E.A.; Giesselmann, M.G. , " Using neural networks to estimate wind turbine power generation Energy Conversion", IEEE Transaction on , Volume: 16 Issue: 3 , Page(s): 276 -282, Sept. 2001

[PDF Full-Text (200 KB)]

 

Wenxin Liu, Lixin Tang, Tianyou Chai, “A Simulation Research To The Dynamic Scheduling Of A Hybrid Flow Shop??, Journal of System Simulation (Chinese), 2001.2.

 

Wenxin Liu, Lixin Tang, Tianyou Chai, “Neural Network Model & Algorithm For The Dynamic Scheduling Of A Hybrid Flow Shop??, accepted by Journal of Operational Research (Chinese)

 

Eaton, P.H.; Prokhorov, D.V.; Wunsch, D.C., II, "Neurocontroller alternatives for 'fuzzy' ball-and-beam systems with nonuniform nonlinear friction", Neural Networks, IEEE Transactions on , Volume: 11 Issue: 2 , Page(s): 423 -435, March 2000

[PDF Full-Text (260 KB)]

 

Dunyak, J.; Saad, I.W.; Wunsch, D. , "A theory of independent fuzzy probability for system reliability", Fuzzy Systems, IEEE Transactions on , Volume: 7 Issue: 3 , Page(s): 286 -294, June 1999
[PDF Full-Text (220 KB)]

 

Saad, E.W.; Prokhorov, D.V.; Wunsch, D.C., II , "Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks", Neural Networks, IEEE Transactions on , Volume: 9 Issue: 6 , Page(s): 1456 -1470, Nov. 1998

[PDF Full-Text (396 KB)]

 

Xin Han and Nian Zhang, "The Break down and Its Remove of Intermediate Frequency Induction Electric Furnace for Thyristor", Journal of Wuhan Automotive Polytechnic University 20(6): 26-28, 32, China, December 1998

 

Nian Zhang, "A Method of Data Compression of ECG Signals Based on the Neural Network", Journal of the Graduate, Huazhong University of Science and Technology (HUST) 17(1): 66-72, China, June 1998

 

Prokhorov, D.V.; Wunsch, D.C, "Corrections To 'Adaptive Critic Designs'", Neural Networks, IEEE Transactions on , Volume: 8 Issue: 6 , Page(s): 1563 -1563, Nov. 1997

[PDF Full-Text (28 KB)]

 

Prokhorov, D.V.; Wunsch, D.C., II , "Adaptive critic designs", Neural Networks, IEEE Transactions on , Volume: 8 Issue: 5 , Page(s): 997 -1007, Sept. 1997

[PDF Full-Text (344 KB)]

 

Nian Zhang and Nengli Zhang, "Vector Cardiograph Analysis Instrumentation Based on the Windows Platform", Journal of Wuhan Automotive Polytechnic University 19(6): 71-73, China, December 1997

 

Prokhorov, D., Santiago, R., and D. Wunsch. "Adaptive Critic Designs: A Case Study For Neurocontrol." Neural Networks, vol. 8, no. 9, pp. 1367-1372, 1995.

Dunin-Barkowski W.L., Osovets N.B. "Hebb-Hopfield Neural Networks based on one-dimensional sets of neurons states", Neural Processing Letters, 1995, vol. 2, no 4, pp. 28-31.

 

Dunin-Barkowski W.L., Osovets N.B. "Neural Network with a Formed Activity Dynamics" - Izvestia VUZov, seria Radiofizika (Higher School Proceedings, Radiophysics series), 1994, vol. 37, no. 9, 10 p. 1065-1076 (in Russian).

 

Shuhui Li, Donald C. Wunsch II, Edgar O’Hair, and Michael G. Giesselmann, "Using Neural Networks to Estimate Wind Turbine Power Generation," IEEE Trans. on Energy Production, accepted for publication

 

Paul H. Eaton, Danil V. Prokhorov and Donald C. Wunsch II, "Neurocontrollers for "Fuzzy" Ball-and-Beam Systems", IEEE Trans. on Neural Networks, accepted for publication.

Alexander Goltsev and Donald C. Wunsch, "Inhibitory Connections in the Assembly Neural Network for Texture Segmentation", Neural Networks, accepted for publication.

James Dunyak, Donald Wunsch, and Ihab W. Saad, "A Theory of Independent Fuzzy Probabilities for System Reliability", IEEE Trans. On Fuzzy Systems, accepted for publication.

James Dunyak and Donald C. Wunsch II, "Fuzzy Number Neural Networks", Fuzzy Sets and Systems, accepted for publication.

James Dunyak and Donald C. Wunsch II, "Fuzzy Regression by Fuzzy Number Neural Networks", Fuzzy Sets and Systems, accepted for publication

Wunsch, D.C., II; Caudell, T.P.; Capps, C.D.; Marks, R.J., II; Falk, R.A., "An optoelectronic implementation of the adaptive resonance neural network", Neural Networks, IEEE Transactions on , Volume: 4 Issue: 4 , Page(s): 673 -684, July 1993

[PDF Full-Text (1020 KB)]

 

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Conference Papers

 

Xindi Cai, and Donald C. Wunsch II, “Engine data classificaiton with simultaneous recurrent networks using a hybrid PSO-EA algorithm,?? Proc. of INNS-IEEE International Joint Conference on Neural Networks (IJCNN), pp 2319 - 2323, Montreal, Canada, July 31-Aug. 4, 2005.

[PDF Full-Text (174 KB)]

 

Rohit Dua, John E. Seiffertt, Brian Blaha, Kapil Gupta, Venkat Satagopan, Joe R. Stanley, Daryl Beetner, and Donald C. Wunsch, “Hands-On Projects and Exercises to Strengthen Understanding of Basic Computer Engineering Concepts,?? Accepted to the Annual ASEE conference, June 12th to 15th 2005, Portland, Oregon.

[PDF Full-Text (226 KB)]

 

Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy and Donald C. Wunsch II, “Time series prediction with recurrent neural networks using hybrid PSO-EA algorithm,?? Proc. of INNS-IEEE International Joint Conference on Neural Networks (IJCNN), Vol. 2, pp 1647-1652, Budapest, Hungary, July 25-28, 2004.

[PDF Full-Text (323 KB)]

 

Wunsch, D.C. II; Mulder, S; "Evolutionary algorithms, Markov decision processes, adaptive critic designs, and clustering: commonalities, hybridization and performance", Intelligent Sensing and Information Processing, 2004. Proceedings of International Conference on, 2004., pp. 477 - 482, 2004

[PDF Full-Text (1663 KB)]

 

Wenxin Liu; Venayagamoorthy, G.K.; Wunsch, D.C., II; " A heuristic dynamic programming based power system stabilizer for a turbogenerator in a single machine power system ", Industry Applications Conference, 2003. 38th IAS Annual Meeting. Conference Record of the , Volume: 1, pp. 270-276, Oct 2003.

[PDF Full-Text (1070 KB)]

 

Goksu, H.; Pommerenke, D.J.; Wunsch, D.C., II; " FDTD data extrapolation using multilayer perceptron (MLP) ", Electromagnetic Compatibility, 2003. IEEE International Symposium on, Volume: 2, pp. 735-737, Aug 2003.

[PDF Full-Text (184 KB)]

 

Gorban, A.N.; Zinovyev, A.Y.; Wunsch, D.C.; " Application of the method of elastic maps in analysis of genetic texts ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 3, pp. 1826-1831, July 2003.

[PDF Full-Text (536 KB)]

 

Wenxin Liu; Venayagamoorthy, G.K.; Wunsch, D.C.; " Adaptive neural network based power system stabilizer design ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 4, pp. 2970-2975, July 2003.

[PDF Full-Text (438 KB)]

 

Dua, R.; Eller, V.; Isaac, K.M.; Watkins, S.E.; Wunsch, D.C.; " Intelligent strain sensing on a smart composite wing using extrinsic fabry-perot interferometric sensors and neural networks ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 4, pp. 2667-2672, July 2003.

[PDF Full-Text (388 KB)]

 

Xiao Hu; Vian, J.; Slepski, J.R.; Wunsch, D.C.; " Vibration analysis via neural network inverse models to determine aircraft engine unbalance condition ", Neural Networks, 2003. Proceedings of the International Joint Conference on , Volume: 4, pp. 3001-3006, July 2003.

[PDF Full-Text (493 KB)]

 

Qiang Yao; Bectner, D.; Wunsch, D.C.; Osterloh, B.; " A RAM-based neural network for collision avoidance in a mobile robot ", Neural Networks, 2003. Proceedings of the International Joint Conference on , Volume: 4, pp. 3157-3160, July 2003.

[PDF Full-Text (380 KB)]

 

Mulder, S.A.; Wunsch, D.C.; " Using adaptive resonance theory and local optimization to divide and conquer large scale traveling salesman problems ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 3, pp. 1408-1411, July 2003.

[PDF Full-Text (358 KB)]

 

Rapaka, A.; Novokhodko, A.; Wunsch, D.; " Intrusion detection using radial basis function network on sequences of system calls ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 3, pp. 1820-1825, July 2003.

[PDF Full-Text (436 KB)]

 

Zhang, Nian; Wunsch, D.C., II; " A comparison of dual heuristic programming (DHP) and neural network based stochastic optimization approach on collective robotic search problem ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 1, pp. 248-253, July 2003.

[PDF Full-Text (414 KB)]

 

Rui Xu; Wunsch, D.C., II; " Probabilistic neural networks for multi-class tissue discrimination with gene expression data ", Neural Networks, 2003. Proceedings of the International Joint Conference on, Volume: 3, pp. 1696-1701, July 2003.

[PDF Full-Text (485 KB)]

 

Zhang, Nian; Wunsch, D.C., II; " An extended Kalman filter (EKF) approach on fuzzy system optimization problem ", Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on, Volume: 2, pp. 1465-1470, May 2003.

[PDF Full-Text (432 KB)]

 

Nian Zhang; Wunsch, D.C., II; " A fuzzy attributed graph approach to subcircuit extraction problem ", Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on, Volume: 2, pp. 1063-1067, May 2003.

[PDF Full-Text (364 KB)]

 

Chetty S, Venayagamoorthy GK, "A Neural Network Based Detection of Brain Tumours Using Electroencephalograph", International Conference on Artificial Intelligence and Soft Computing, Banff, Canada, pp. 391 - 396, July 2002

 

Xiao Hu; Vian, J.; Jai Choi; Carlson, D.; Wunsch, D.C., "Propulsion vibration analysis using neural network inverse modeling", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on , Volume: 3, Page(s): 2866 -2871, 2002
[PDF Full-Text (542 KB)]

 

Nian Zhang, Frank Harary and Donald C. Wunsch II, "CMOS IC Topology Design Verification by Heuristic Dynamic Programming," Proceedings of ANNIE '02, St. Louis, MO, Nov.10 - 13, 2002

Nian Zhang and Donald C. Wunsch II, "A Novel Subcircuit Extraction Algorithm using Heuristic Dynamic Programming", Proceedings of the 2002 International Conference on VLSI, Las Vegas, Nevada, June 2002

Xindi Cai; Wunsch, D.C. , "Counterexample of a claim pertaining to the synthesis of a recurrent neural network", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on , Volume: 3 , Page(s): 2029 -2032, 2002
[PDF Full-Text (339 KB)]

 

Rui Xu; Anagnostopoulos, G.C.; Wunsch, D.C. , "Tissue classification through analysis of gene expression data using a new family of ART architectures", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International
Joint Conference on , Volume: 1 , Page(s): 300 -304, 2002
[PDF Full-Text (449 KB)]

 

Jung-Wook Park; Harley, R.G.; Venayagamoorthy, G.K, "Comparison of MLP and RBF neural networks using deviation signals for indirect adaptive control of a synchronous generator ", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on , Volume: 1 ,, Page(s): 919 -924, 2002
[PDF Full-Text (435 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C. , "Experimental verification of derivatives adaptive critic based neurocontroller performance on single turbogenerators on the electric power grid", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on , Volume: 2 , Page(s): 1802 -1807, 2002
[PDF Full-Text (613 KB)]

 

Jung-Wook Park; Harley, R.G.; Venayagamoorthy, G.K. , "Comparison of MLP and RBF neural networks using deviation signals for on-line identification of a synchronous generator ", Power Engineering Society Winter Meeting, 2002. IEEE , Volume: 1 , Page(s): 274 -279, 2002
[PDF Full-Text (1434 KB)]

 

Draelos, T.; Duggan, D.; Collins, M.; Wunsch, D., "Adaptive critic designs for host-based intrusion detection", Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on , Volume: 2 , Page(s): 1720 -1725, 2002
[PDF Full-Text (707 KB)]

 

Blaha, B.; Wunsch, D., "Evolutionary programming to optimize an assembly program", Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on , Volume: 2 , Page(s): 1901 -1903, 2002
[PDF Full-Text (392 KB)]

 

Nian Zhang, Alexander Novokhodko, Donald C. Wunsch II, and Cihan H. Dagli, "A Comparative Study of Neural Networks Based Learning Strategies on Robotic Search Problems", Proceedings of the SPIE Application and Science of Computational Intelligence Conference, Vol. 4390: 214-235, Orlando, Florida, April 2001

Xindi Cai; Rui Xu; Samaranayake, V.A.; Wunsch, D.C., II, "A statistical solution to a text decoding challenge problem", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Volume: 2 , Page(s): 1043 -1046 vol.2, 2001
[PDF Full-Text (256 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C., "Excitation and turbine neurocontrol with derivative adaptive critics of multiple generators on the power grid", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Volume: 2 , Page(s): 984 -989 vol.2, 2001
[PDF Full-Text (420 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C., "Experimental studies with continually online trained artificial neural network identifiers for multiple turbogenerators on the electric power grid", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Volume: 2 , Page(s): 1267 -1272 vol.2, 2001
[PDF Full-Text (412 KB)]

 

Dua, R.; Watkins, S.E.; Wunsch, D.C.; Chandrashekhara, K.; Akhavan, F. , "Detection and classification of impact-induced damage in composite plates using neural networks", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Volume: 1 , Page(s): 681 -686 vol.1, 2001
[PDF Full-Text (396 KB)]

 

Vishwanathan, N.; Wunsch, D.C., II , "ART/SOFM: a hybrid approach to the TSP", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Page(s): 2554 -2557 vol.4, 2001
[PDF Full-Text (304 KB)]

 

Xindi Cai; Wunsch, D.C., II, "A parallel computer-Go player, using HDP method", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Page(s): 2373 -2375 vol.4, 2001

[PDF Full-Text (208 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C. , "Dual heuristic programming excitation neurocontrol for generators in a multimachine power system", Industry Applications Conference, 2001. Thirty-Sixth IAS Annual Meeting. Conference Record of the 2001 IEEE , Volume: 2 , Page(s): 926 -931 vol.2, 2001
[PDF Full-Text (872 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C., "A nonlinear voltage controller with derivative adaptive critics for multimachine power systems", Power Industry Computer Applications, 2001. PICA 2001. Innovative Computing for Power - Electric Energy Meets the Market. 22nd IEEE Power Engineering Society International Conference on , Page(s): 324 -329, 2001
[PDF Full-Text (540 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C., "Adaptive neural network identifiers for effective control of turbogenerators in a multimachine power system", Power Engineering Society Winter Meeting, 2001. IEEE , Volume: 3 , Page(s): 1294 -1299 vol.3, 2001
[PDF Full-Text (676 KB)]

 

Shuhui Li; Wunsch, D.; O'Hair, E.; Glesselmann, M. , "Using neural networks to estimate wind turbine power generation", Power Engineering Society Winter Meeting, 2001. IEEE , Volume: 3 , Page(s): 977 vol.3 , 2001

[PDF Full-Text (32 KB)]

 

Moonasar, V.; Venayagamoorthy, G.K , "A committee of neural networks for automatic speaker recognition (ASR) systems", Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on , Page(s): 2936 -2940 vol.4, 2001

[PDF Full-Text (312 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "A continually online trained neurocontroller for excitation and turbine control of a turbogenerator", Power Industry Computer Applications, 2001. PICA 2001. Innovative Computing for Power - Electric Energy Meets the Market. 22nd IEEE Power Engineering Society International Conference on , Page(s): 134 -137 , 2001

[PDF Full-Text (956 KB)]

 

Wunsch, D., "The cellular simultaneous recurrent network adaptive critic design for the generalized maze problem has a simple closed-form solution Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on , Volume: 3 , Page(s): 79 -82 vol.3, 2000
[PDF Full-Text (160 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G.; Wunsch, D.C., "Comparison of a heuristic dynamic programming and a dual heuristic programming based adaptive critics neurocontroller for a turbogenerator", Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on , Volume: 3 , Page(s): 233 -238 vol.3, 2000
[PDF Full-Text (392 KB)]

 

Venayagamoorthy, G.K.; Wunsch, D.C., II; Harley, R.G., "Adaptive critic based neurocontroller for turbogenerators with global dual heuristic programming", Power Engineering Society Winter Meeting, 2000. IEEE , Volume: 1 , Page(s): 291 -294 vol.1, 2000
[PDF Full-Text (348 KB)]

 

Venayagamoorthy, G.K.; Sundepersadh, N. , "Comparison of text-dependent speaker identification methods for short distance telephone lines using artificial neural networks", Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on , Volume: 5 , Page(s): 253 -258 vol.5, 2000
[PDF Full-Text (368 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "Decentralized online neuro-identification of turbogenerators in a multi-machine power system", Power Engineering Society Summer Meeting, 2000. IEEE , Volume: 1 , Page(s): 217 -222, 2000
[PDF Full-Text (480 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "Two separate continually online trained neurocontrollers for excitation and turbine control of a turbogenerator", Industry Applications Conference, 2000. Conference Record of the 2000 IEEE , Volume: 2 , Page(s): 1263 -1267 vol.2, 2000
[PDF Full-Text (344 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "Experimental studies with a continually online trained artificial neural network controller for a turbogenerator", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 3 , Page(s): 2158 -2163 vol.3, 1999
[PDF Full-Text (420 KB)]

 

Zaman, R.; Wunsch, D.C., III; " TD methods applied to mixture of experts for learning 9×9 Go evaluation function ", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 5 , Page(s): 3734 -3739 vol.6, 1999
[PDF Full-Text (408 KB)]

 

Shuhui Li; Wunsch, D.C.; O'Hair, E.; Giesselmann, M.G., "Wind turbine power estimation by neural networks with Kalman filter training on a SIMD parallel machine", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 5 , Page(s): 3430 -3434 vol.5, 1999
[PDF Full-Text (380 KB)]

 

Iyer, M.S.; Wunsch, D.C., II., "Fed-batch dynamic optimization using generalized dual heuristic programming", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 5 , Page(s): 3305 -3310 vol.5, 1999
[PDF Full-Text (356 KB)]

 

Dunin-Barkowski, W.L.; Wunsch, D.C. , "Cerebellar learning: a possible phase switch in evolution", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 1, Page(s): 21 -26 vol.1, 1999
[PDF Full-Text (476 KB)]

 

Dunin-Barkowski, W.L.; Markin, S.N.; Podladchikova, L.N.; Wunsch, D.C., "Climbing fibre Purkinje cell twins are found", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 1 , Page(s): 219 -222 vol.1, 1999
[PDF Full-Text (292 KB)]

 

Kussul, E.; Rachkovskij, D.; Wunsch, D., "The random subspace coarse coding scheme for real-valued vectors", Neural Networks, 1999. IJCNN '99. International Joint Conference on, Volume: 1, Page(s): 450 -455 vol.1, 1999

[PDF Full-Text (448 KB)]

 

Ivakhnenko, A.G.; Wunsch, D.; Ivakhnenko, G.A., "Inductive sorting-out GMDH algorithms with polynomial complexity for active neurons of neural network", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 2 , Page(s): 1169 -1173 vol.2, 1999
[PDF Full-Text (372 KB)]

 

Saad, E.W.; Choi, J.J.; Vian, J.L.; Wunsch, D.C., II , "Efficient training techniques for classification with vast input space", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 2 , Page(s): 1333 -1338 vol.2, 1999
[PDF Full-Text (412 KB)]

 

Zaman, R.; Wunsch, D.C., II., "TD methods applied to mixture of experts for learning 9/spl times/9 Go evaluation function", Neural Networks, 1999. IJCNN '99. International Joint Conference on , Volume: 6 , Page(s): 3734 -3739 vol.6, 1999
[PDF Full-Text (408 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "Implementation of an adaptive neural network identifier for effective control of turbogenerators", Electric Power Engineering, 1999. PowerTech Budapest 99. International Conference on , Page(s): 134, 1999
[PDF Full-Text (88 KB)]

 

Saad, E.W.; Caudell, T.P.; Wunsch, D.C., II , "Predictive head tracking for virtual reality", Neural Networks, 1999. IJCNN '99. International Joint Conference on, Volume: 6 , Page(s): 3933 -3936 vol.6, 1999
[PDF Full-Text (264 KB)]

 

Venayagamoorthy, G.K.; Wunsch, D.C., II; Harley, R.G. , "Neurocontrol of turbogenerators with adaptive critic designs", Africon, 1999 IEEE , Volume: 1 , Page(s): 489 -494 vol.1, 1999
[PDF Full-Text (420 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "A robust artificial neural network controller for a turbogenerator when line configuration changes", Africon, 1999 IEEE , Volume: 2 , Page(s): 917 -922 vol.2, 1999
[PDF Full-Text (428 KB)]

Moonasar, V.; Venayagamoorthy, G.K. , "Speaker identification using a combination of different parameters as feature inputs to an artificial neural network classifier", Africon, 1999 IEEE , Volume: 1 , Page(s): 189 -194 vol.1, 1999
[PDF Full-Text (528 KB)]

Venayagamoorthy, G.K.; Harley, R.G., "A continually online trained artificial neural network identifier for a turbogenerator", Electric Machines and Drives, 1999. International Conference IEMD '99 , Page(s): 404 -406, 1999

[PDF Full-Text (224 KB)]

 

Iyer, M.S.; Wunsch, D.C., II , "Dynamic re-optimization of a fed-batch fermentor using heuristic dynamic programming", American Control Conference, 1999. Proceedings of the 1999 , Volume: 5, Page(s): 2980 -2985 vol.5, 1999
[PDF Full-Text (412 KB)]

 

Shishkin, S.L.; Wunsch, D.C., "Harmonic control for robust global regulation of induction motor", American Control Conference, 1999. Proceedings of the 1999 , Volume: 3, Page(s): 2163 -2167 vol.3, 1999

[PDF Full-Text (352 KB)]

 

Wenxin Liu, Lixin Tang, Tianyou Chai, “Dynamic Scheduling: A Survey Of Research Methods??, accepted by the 3rd Annual International Conference on Industrial Engineering Theories, Applications and Practice, 1999, Hong Kong

 

Dunin-Barkowski, W.L.; Orem, J.M.; Wunsch, D.C., "Detection of influence of brain-stem neurons and intra-cranial field potentials on the diaphragm activity", Computer-Based Medical Systems, 1998. Proceedings. 11th IEEE Symposium on , Page(s): 264 -269, 1998
[PDF Full-Text (704 KB)]

 

Dunyak, J.; Guven, M.; Wunsch, D., "Training fuzzy number neural networks using constrained backpropagation", Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational
Intelligence., The 1998 IEEE International Conference on , Volume: 2 , Page(s): 1142 -1146 vol.2, 1998
[PDF Full-Text (324 KB)]

 

Kussul, E.M.; Rachkovskij, D.A.; Kasatkina, L.M.; Kussul, N.N.; Wunsch, D.C, On possible ACD application for optimization of cutting and assembly in mechanical engineering", Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on , Volume: 2 , Page(s): 1685 -1687 vol.2, 1998
[PDF Full-Text (256 KB)]

 

Gorban, A.N.; Wunsch, D.C., II., "The general approximation theorem", Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on , Volume: 2 , Page(s): 1271 -1274 vol.2, 1998
[PDF Full-Text (312 KB)]

 

Dunin-Barkowski, W.L.; Shishkin, S.L.; Wunsch, D.C.; Sukharev, A.A., "Computational intelligence and cerebellar enigmas", Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on , Volume: 1 , Page(s): 640 -645 vol.1, 1998
[PDF Full-Text (444 KB)]

 

Kussul, E.M.; Kasatkina, L.M.; Rachkovskij, D.A.; Wunsch, D.C. , "Application of random threshold neural networks for diagnostics of micro machine tool condition", Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on , Volume: 1 , Page(s): 241 -244 vol.1, 1998
[PDF Full-Text (436 KB)]

 

Dunyak, J.P.; Wunsch, D. , "Fuzzy probability for system reliability", Decision and Control, 1998. Proceedings of the 37th IEEE Conference on , Volume: 3 , Page(s): 2934 -2935 vol.3, 1998

[PDF Full-Text (152 KB)]

 

Venayagamoorthy, G.K.; Harley, R.G., "Simulation studies with a continuously online trained artificial neural network controller for a micro-turbogenerator", Simulation '98. International Conference on (Conf. Publ. No. 457) , Page(s): 405 -412, 1998
[PDF Full-Text (556 KB)]

Venayagamoorthy, G.K.; Harley, R.G., "A practical continually online trained artificial neural network controller for a turbogenerator", Industrial Electronics, 1998. Proceedings. ISIE '98. IEEE International Symposium on , Volume: 2 , Page(s): 385 -389 vol.2, 1998
[PDF Full-Text (360 KB)]

Venayagamoorthy, G.K.; Moonasar, V.; Sandrasegaran, K., "Voice recognition using neural networks", Communications and Signal Processing, 1998. COMSIG '98. Proceedings of the 1998 South African Symposium on , Page(s): 29 -32, 1998
[PDF Full-Text (308 KB)]

 

 

Gorban, A.N.; Mirkes, Y.M.; Wunsch, D.C., II., "High order orthogonal tensor networks: information capacity and reliability", Neural Networks,1997., International Conference on , Volume: 2 , Page(s): 1311 -1314 vol.2, 1997
[PDF Full-Text (252 KB)]

Wunsch, D., "The need for improved reinforcement learning techniques in intelligent agents", Neural Networks,1997., International Conference on , Volume: 4 , Page(s): 2279 -2282 vol.4, 1997
[PDF Full-Text (332 KB)]

Zaman, R.; Prokhorov, D.; Wunsch, D.C., II, "Adaptive critic design in learning to play game of Go", Neural Networks,1997., International Conference on , Volume: 1 , Page(s): 1 -4 vol.1, 1997
[PDF Full-Text (272 KB)]

Shuhui Li; Wunsch, D.C.; O'Hair, E.; Giesselmann, M.G., "Neural network for wind power generation with compressing function", Neural Networks,1997., International Conference on , Volume: 1 , Page(s): 115 -120 vol.1, 1997
[PDF Full-Text (404 KB)]

Dunyak, J.; Wunsch, D., "A training technique for fuzzy number neural networks", Neural Networks,1997., International Conference on , Volume: 1 , Page(s): 533 -536 vol.1, 1997
[PDF Full-Text (268 KB)]

Senashova, M.Yu.; Gorban, A.N.; Wunsch, D.C., II, "Backpropagation of accuracy", Neural Networks,1997., International Conference on , Volume: 3 , Page(s): 1998 -2001 vol.3, 1997
[PDF Full-Text (300 KB)]

Raonak Zaman, Donald C. Wunsch, "Prediction of Yarn Strength from Fiber Properties Using Fuzzy ARTMAP," accepted to CNS meeting, Boston, 1997

 

Feldkamp, L., and Prokhorov, D. "Observations on the Practical Use of Derivative Adaptive Critics", In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC’97), Orlando, FL, October, 1997

 

Wunsch, D.; Prokhorov, D., "The need for improved reinforcement learning techniques in intelligent agents", Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on , Volume: 4 , Page(s): 3073 -3077 vol.4, 1997
[PDF Full-Text (376 KB)]

Prokhorov, D.V.; Wunsch, D.C., "Convergence of critic-based training", Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on , Volume: 4 , Page(s): 3057 -3060 vol.4, 1997
[PDF Full-Text (320 KB)]

Dunyak, J.; Wunsch, D., "Training fuzzy number neural networks with alpha-cut refinements", Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on , Volume: 1 , Page(s): 189 -194 vol.1, 1997
[PDF Full-Text (340 KB)]

Feldkamp, L., Puskorius, G., and D. Prokhorov. "Unified Formulation for Training Recurrent Networks with Derivative Adaptive Critics", In Proceedings of the IEEE/ICNN International Joint Conference on Neural Networks (ICNN’97), Houston, TX, pp. 2268-2272, June 1997

 

Prokhorov, D., and L. Feldkamp. "Primitive Adaptive Critics", In Proceedings of the IEEE/ICNN International Joint Conference on Neural Networks (ICNN’97), Houston, TX, pp. 2263-2267, June 1997

 

Vian J. L, Visnevski N. A., Neural Networks For Nonlinear Control Distribution, in proceedings of the third IFAC Symposium on Intelligent Components and Instruments for Control Applications. Annecy, France, 1997

 

"Adaptive Critic Design in Learning to Play Game of Go," accepted in the ICNN '97, Houston

 

Visnevski N., Prokhorov D., "Action-Dependent Heuristic Dynamic Programming for Neurooptimization", Abstract in proceedings of World Congress on Neural Networks (WCNN-96), Washington D.C., 1996

 

Visnevski, N., and D. Prokhorov. "Control of a Nonlinear Multivariable System with Adaptive Critic Designs", in Proc. of Artificial Neural Networks In Engineering (ANNIE), November 1996 [the paper received the "Theoretical Developments In Techniques Award" of ANNIE'96 (received Oct. 12 1996)]

 

Saad, E.W.; Prokhorov, D.V.; Wunsch, D.C., "Advanced neural network training methods for low false alarm stock trend prediction", Neural Networks, 1996., IEEE International Conference on , Volume: 4 , Page(s): 2021 -2026 vol.4, 1996
[ PDF Full-Text (276 KB)]


Marko, K., James, J., Feldkamp, T., Puskorius, G., Feldkamp, L., and D. Prokhorov. "Training Recurrent Neural Networks for Classification: Realization of Automotive Engine Diagnostics." In Proceedings of the World Congress on Neural Networks (WCNN-96), San Diego, CA, pp. 845-850, September 1996.

Prokhorov, D., and D. Wunsch. "Advanced Adaptive Critic Designs", Invited paper in Proceedings of the World Congress on Neural Networks (WCNN-96), San Diego, CA, pp. 83-87, September 1996

 

Petrosian, A., Homan, R., Prokhorov, D., and D. Wunsch. "Classification of Epileptic EEG using Neural Networks and Wavelet Transform." In SPIE Proc., Vol. 2825, pp. 834-843, August 1996

 

Visnevski, N., and D. Prokhorov. "Control of a Nonlinear Multivariable System with Adaptive Critic Designs", in Intelligent Engineering Systems Through Artificial Neural Networks 6 (Proc. Conf. Artificial Neural Networks in Engineering), C. Dagli et. al., Eds. NY: ASME Press, 1996, pp. 559-565

 

Eaton, P., Prokhorov, D., and D. Wunsch. "Neurocontrollers for Ball-and-Beam Systems," in Intelligent Engineering Systems Through Artificial Neural Networks 6 (Proc. Conf. Artificial Neural Networks in Engineering), C. Dagli et. al., Eds. NY: ASME Press, 1996, pp. 551-557

 

Tan, H.; Prokhorov, D.V.; Wunsch, D.C., II, "Conservative thirty calendar day stock prediction using a probabilistic neural network", Computational Intelligence for Financial Engineering, 1995.,Proceedings of the IEEE/IAFE 1995 , Page(s): 113 -117, 1995
[PDF Full-Text (240 KB)]


Prokhorov, D. "A Globalized Dual Heuristic Programming and Its Application To Neurocontrol." In Proceedings of the World Congress on Neural Networks (WCNN'95), Washington, DC, pp. II-40-43, July 1995


Tan, H., Prokhorov, D., and D. Wunsch. "Probabilistic and Time-Delay Neural Network Techniques for Conservative Short-term Stock Trend Prediction", in Proc. of the World Congress on Neural Networks, Washington, DC, July 1995


Tan H., Prokhorov D., Wunsch D., "Conservative Thirty Calendar Day Stock Prediction Using a Probabilistic Neural Network", in Proc. of the IEEE Conf. "Computational Intelligence for Financial Engineering", April 1995, N.Y. (extension of this work with addition of Time Delayed Neural Network appeared in Proc. of WCNN'95, pp. II-44-47)

 

Zaman, R.U.; Wunsch, D.C., "An adaptive VLSI neural network chip", Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on , Volume: 4 , Page(s): 2018 -2021 vol.4, 1994
[PDF Full-Text (148 KB)]

 

Prokhorov D., "A Lyapunov Machine for Stability Analysis of Nonlinear Systems", Proc. of the 1st World Congress on Computational Intelligence, Orlando, June/July 1994 (improved version of this paper is available from the author)

 

Prokhorov, D., and D. Wunsch. "A Threshold-Polynomial Neural Network", In Proceedings of the World Congress on Neural Networks (WCNN'94), San Diego, CA, June 1994

 

"An Adaptive Neural Network Chip", Proc. of ICNN, 1994, vol. IV, pp. 2018-2021

 

Timofeev A., Prokhorov D., "Neural Networks with Adaptive Architecture and their Applications", Proc. of Institute for Informatics and Automation/ISPE Conf. on CAD/CAM "Robotics and Factories of the Future", St. Petersburg (Russia), May 1993

 

Visnevski N., "Neurocomputing Theory as a New and Perspective Field of Research", in Proc. of the Student Research Conference in Foreign Languages, Aerospace Instrument Engineering State Academy, St. Petersburg (Russia), April 1993 (in German)

 

Visnevski N., "Pattern Reconstruction Using Hopfield-style Recurrent Neural Networks", in Proc. of the Student Research Conf., Aerospace Instrument Engineering State Academy, St. Petersburg (Russia), February 1993 (in Russian)

 

Dunin-Barkowski W.L., Yemelianov V.N., "Self-tuned control devices, based on cerebellar neuron modules", Proceedings of the International Conference CATE '93 (Community, Army, Technology, Environment), Brno, Military Academy in Brno, 1993, pp. 397

 

Wunsch, D.C., II; Morris, D.J.; Caudell, T.P.; Falk, R.A., "An optical adaptive resonance neural network utilizing phase conjugation", Neuroinformatics and Neurocomputers, 1992., RNNS/IEEE Symposium on , Page(s): 615 -622 vol.1, 1992
[PDF Full-Text (336 KB)]

Wunsch, D.C., II; Caudell, T.P.; Morris, D.J.; Falk, R.A., "An optical implementation of adaptive resonance utilizing phase conjugation", Neural Networks, 1992. IJCNN., International Joint Conference on , Volume: 1, Page(s): 59 -63 vol.1, 1992
[PDF Full-Text (204 KB)]

Caudell, T.P.; Wunsch, D.C., II, "A hybrid optoelectronic ART-1 neural processor", Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on , Volume: ii , Page(s): 926 vol.2, 1991
[PDF Full-Text (32 KB)]

Caudell, T.P.; Smith, S.D.G.; Johnson, G.C.; Wunsch, D.C., II; Escobedo, R., "An industrial application to neural networks to reusable design", Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on , Volume: ii , Page(s): 919 vol.2, 1991
[PDF Full-Text (56 KB)]

Wunsch, D.C., II; Newman, D.S.; Caudell, T.P.; Capps, D.; Falk, R.A., "A neural architecture for unsupervised learning with shift, scale and rotation invariance, efficient software simulation heuristics, and optoelectronic implementation", System Sciences, 1991. Proceedings of the Twenty-Fourth Annual Hawaii International Conference on , Volume: i , Page(s): 298 -304 vol.1, 1991
[PDF Full-Text (396 KB)]

Wunsch, D.C., II; Caudell, T.P.; Capps, C.D.; Falk, R.A., "An optoelectronic adaptive resonance unit", Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on , Volume: i, Page(s): 541 -549 vol.1, 1991
[PDF Full-Text (868 KB)]

Bergerson, K.; Wunsch, D.C., II, "A commodity trading model based on a neural network-expert system hybrid", Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on , Volume: i , Page(s): 289 -293 vol.1, 1991
[PDF Full-Text (256 KB)]

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Other Publications

 

 

 

Haggard, J., Visnevski, N., and D. Wunsch. "Neural Network Based Optimal Scheduling"

Visnevski N., "Filtration and Correlation Detection of Periodical Signals by Recurrent Neural Networks"

Visnevski, N. A., "Control of a Nonlinear Multivariable System with Adaptive Critic Designs", A Thesis in Electrical Engineering for the Degree of Master of Science in Electrical Engineering, Texas Tech University, 1997

Dunin-Barkowski W.L., Wunsch D. , Cerebellar Learning Theory after 35 years: Hypotheses, Facts and Applications. -Machines, That Learn, Snowbird, Utah, 1997, p. 23.

Visnevski N., Extended Kalman Filtering algorithms in gradient-based training of neural networks, Presentation at the research seminar, Dept. EE, University of Washington. Seattle, WA. Jul. 12 1996, (under construction)

Haggard J. C., Visnevski N. A., Wunsch D. C., "Object-oriented Approach for Neural Network Implementation", Research report in collaboration with the White Sands Missile Range (WSMR), May 1996.

Visnevski N., Filtration and Correlation Detection of Periodical Signals by Recurrent Neural Networks, internal research report of the Applied Computational Intelligence Laboratory, Texas Tech University, 1995.

Visnevski N., Chistjakova A., Automation of the Digital System Design Process in PCAD, "LightGraphics" research and industrial union internal report, St. Petersburg (Russia), July 1995 (in Russian)

Dunin-Barkowski W.L., Osovets N.B. One-Dimensional Non-Linear Attractors for Hebb-Hopfield Networks. - Machines, That Learn, Snowbird, Utah, 1995, p. 55.

Dunin-Barkowski W.L. Constructive Modeling of the Cerebellum. - Neural Networks for Computing, Snowbird, Utah, 1994, p. 109.

Dunin-Barkowski W.L. Neural Network Dynamics and Analog or Digital Signal Representation in Neural Computations. - Algorithms of Information Processing in Neuron-Like Systems. Workshop, Nizhny Novgorod, September, 14-16, 1993. Report Theses, p. 7.

Dunina-Barkowska E.W., Dunin-Barkowski W.L. Analog/Digital Controversies in Neural Computations. - Neural Network World, 1993, pp. 361-372.

Dunin-Barkowski W.L. Comments on Analog/Digital Representation of Signals in Neural Systems. - Neural Networks for Computing, Snowbird, Utah, 1993, p. 55.

 

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Related Publications by Other Authors

 

 

 

Publications Related to Adaptive Critic Designs :

Dietterich, T. G., "Machine Learning Research: Four Current Directions", AI Magazine, vol. 18, no. 4, pp. 97-136, 1997.

Kaelbling, L. P., Littman, M. L., and Moore, A. W., ``Reinforcement Learning: A Survey'' Journal of Artificial Intelligence Research, vol. 4, 1996.


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Revised: September 08, 2005 .