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Department of Electrical and Computer Engineering, WMU

Selected Publications

Please contact Dr. Miller for reprint requests.

Journal Papers

  1. J.-M. Vianney, D. A. Miller, and J. M. Spitsbergen, "Effects of acetylcholine and electrical stimulation on glial cell line-derived neurotrophic factor production in skeletal muscle cells," Brain Research, vol. 1568, pp. 47-54, November 2014.
  2. M. E. Koelling, D. A. Miller, M. E. Ellinger, F. L. Severance, and J. Stahl, "Current stimuli that provide membrane voltage tracking in a six dimensional neuron model," Journal of Dynamic Systems, Measurement, and Control, vol. 135, pp. 041014: 1-9, July 2013.
  3. G. Grassi and D. A. Miller, "Dead-beat full state hybrid projective synchronization for chaotic maps using a scalar synchronizing signal," Communications in Nonlinear Science and Numerical Simulation, vol. 17, pp. 1824-1830, April 2012.
  4. G. Grassi and D. A. Miller, "Synchronizing chaotic systems up to an arbitrary scaling matrix via a single signal," Applied Mathematics and Computation, vol. 218, pp. 6118-6124, January 2012.
  5. M. Ellinger, M. E. Koelling, D. A. Miller, F. L. Severance, and J. Stahl, "Exploring optimal current stimuli that provide membrane voltage tracking in a neuron model," Biological Cybernetics, vol. 104, pp. 185-195, March 2011.
  6. G. Grassi, F. L. Severance, and D. A. Miller, "Multi-wing hyperchaotic attractors from coupled Lorenz systems," Chaos, Solitons, and Fractals, vol. 41, pp. 284-291, July 15, 2009.
  7. G. Grassi and D. A. Miller, "Arbitrary observer scaling of all chaotic drive system states via a scalar synchronizing signal," Chaos, Solitons, and Fractals, vol. 39, pp. 1246-1252, February 15, 2009.
  8. G. Grassi, F. L. Severance, E. D. Mashev, B. J. Bazuin, and D. A. Miller, "Generation of a four-wing chaotic attractor by two weakly-coupled Lorenz systems," International Journal of Bifurcation and Chaos, vol. 18, pp. 2089-2094, July 2008.
  9. G. Grassi and D. A. Miller, "Recovery of successively induced discrete-time hyperchaotic oscillator perturbations via cascaded nonlinear observers," International Journal of Bifurcation and Chaos, vol. 18, pp. 557-566, February 2008.
  10. G. Grassi and D. A. Miller, "Projective synchronization via a linear observer: Application to time-delay, continuous-time, and discrete-time systems," International Journal of Bifurcation and Chaos, vol. 17, pp. 1337-1342, April 2007.
  11. G. Grassi and D. A. Miller, "Theory and experimental realization of observer-based discrete-time hyperchaos synchronization," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 49, pp. 373-378, March 2002.
  12. D. A. Miller and G. Grassi, "Experimental realization of observer-based hyperchaos synchronization," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 48, pp. 366-374, March 2001.
  13. D. A. Miller and J. M. Zurada, "A dynamical system perspective of structural learning with forgetting," IEEE Transactions on Neural Networks, vol. 9, pp. 508-515, May 1998.
Conference Papers
  1. J. Stahl and D. A. Miller, "Initial comparison of energy measures for neural stimulation in a single conductance channel," in Proc. of the 2016 Intl. Conf. of the IEEE Engineering in Medicine and Biology Society, (Orlando, FL), August 16-20, 2016.
  2. J. Anyalebechi, M. E. Koelling, and D. A. Miller, "Computation of reduced energy input current stimuli for neuron phase models," in Proc. of the 2014 Intl. Conf. of the IEEE Engineering in Medicine and Biology Society, (Chicago, IL), August 26-30, 2014. pp. 4847-4851.
  3. G. Grassi, D. Cafagna, P. Vecchio, and D. A. Miller, "A new scheme to synchronize chaotic discrete-time systems via a scalar signal," in Proc. of the 2012 IEEE International Midwest Symposium on Circuits and Systems, (Boise, ID), pp. 654-657, August 5-8, 2012.
  4. D. A. Miller, B. Bazuin, J. Lillrose, P. Tamayo, and G. Grassi, "Experimental and simulated generation of bandlimited noise for communication system bit error rate evaluation," in Proceedings of the 2005 IEEE International Midwest Symposium on Circuits and Systems, (Cincinnati, OH), August 7-10, 2005.
  5. D. A. Miller, R. Arguello, and G. W. Greenwood, "Evolving artificial neural network structures: Experimental results for biologically inspired adaptive mutations," in Proc. of the 2004 Congress on Evolutionary Computation, (Portland, OR), pp. 2114-2119, June 19-23, 2004.
  6. D. A. Miller, F. L. Severance, and C. Graves, "Bridging the lecture-laboratory gap with a web-based interactive circuit demonstration system," in Proc. of the 2004 American Society for Engineering Education North Central Section Conference, (Kalamazoo, MI), April 1-3, 2004.
  7. D. A. Miller, M. Dozeman, G. Westphal, and I. Abdel-Qader, "A hybrid analog/digital circuit for experiments in controlling chaos," in Proc. of the 45th IEEE Midwest Symposium on Circuits and Systems, vol. 1, (Tulsa, Oklahoma), pp. 188-191, August 4-7, 2002.
  8. D. A. Miller, B. Bazuin, D. Kerr, and G. Grassi, "Experimental performance of a coherent communication system based on hyperchaos synchronization," in Proc. of the 45th IEEE Midwest Symposium on Circuits and Systems, vol. 3, (Tulsa, Oklahoma), pp. 516-519, August 4-7, 2002.
  9. D. A. Miller and G. Grassi, "A discrete generalized hyperchaotic Hénon map circuit," in Proc. of the 44th IEEE Midwest Symposium on Circuits and Systems, vol. 1, (Dayton, OH), pp. 328-331, August 14-17, 2001.
  10. J. Barr, D. A. Miller, and L. Barr, "A hybrid analog/digital chaotic associative memory," in Proc. of the 43rd IEEE Midwest Symposium on Circuits and Systems, vol. 3, (Lansing, MI), pp. 1018-1021, August 8-11, 2000. Invited paper. Co-author L. Barr not listed in paper as published.
  11. D. A. Miller, G. Greenwood, and C. Ide, "On the use of biologically-inspired adaptive mutations to evolve artificial neural network structures," in Proc. of the First IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks, (San Antonio, TX), pp. 24-32, May 11-12, 2000.
  12. S. Draghici and D. A. Miller, "A VLSI neural network classifier based on integer-valued weights," in Proc. of the International Joint Conference on Neural Networks, (Washington, D.C.), July 10-16, 1999.
  13. D. A. Miller, K. L. Kowalski, and A. Lozowski, "Synchronization and anti-synchronization of Chua's oscillators via a piecewise linear coupling circuit," in Proc. of the 1999 IEEE International Symposium on Circuits and Systems, vol. 5, (Orlando, Florida), pp. 458-462, May 30 - June 2 1999.
  14. D. A. Miller and J. M. Zurada, "Dynamics of structural learning with an adaptive forgetting rate," in Proc. of the International Conference on Neural Networks, vol. 3, (Houston, Texas), pp. 1827-1832, June 9-12, 1997.
  15. D. A. Miller, J. M. Zurada, and J. H. Lilly, "Pruning via dynamic adaptation of the forgetting rate in structural learning," in Proc. of the International Conference on Neural Networks, vol. 1, (Washington, D.C.), pp. 448-452, June 3-6, 1996.
  16. A. Malinowski, D. A. Miller, and J. M. Zurada, "Reduction of neural network models for identification and control of nonlinear systems," in Proc. of the International Conference on Neural Networks, vol. 4, (Washington, D.C.), pp. 2250-2254, June 3-6, 1996.
  17. A. Lozowski, D. A. Miller, and J. M. Zurada, "Dynamics of error backpropagation learning with pruning in the weight space," in Proc. of the IEEE International Symposium on Circuits and Systems, vol. 3, (Atlanta, Georgia), pp. 449-452, May 12-15, 1996.