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Latest presentations on this topic:


More presentations on this and similar topics are linked here.

Some relevant papers on the deep attractor hypothesis of autism are linked here and listed below.

  1. Duch W. (2017), Autism Spectrum Disorder and deep attractors in neurodynamics. Book chapter, Springer Handbook of Multi-Scale Models of Brain Disorders: From Microscopic to Macroscopic Assessment of Brain Dynamics.
    Chapter 13, pp.135-148 in the Springer Handbook of Multi-Scale Models of Brain Disorders: From Microscopic to Macroscopic Assessment of Brain Dynamics (Nov. 2019).
    DOI 10.1007/978-3-030-18830-6, ISBN 978-3-030-18829-0.

  2. Gravier A, Quek H.C, Duch W, Abdul Wahab, Gravier-Rymaszewska J.
    Neural network modelling of the influence of channelopathies on reflex visual attention.
    Computational Neurodynamics 10(1), 49-72, 2016.

  3. M. Ważny, G.M. Wojcik, Shifting spatial attention—Numerical model of Posner experiment.
    Neurocomputing 135: 139-144, 2014.

  4. Duch W, Dobosz K, Mikołajewski D, Autism and ADHD – two ends of the same spectrum?
    Lecture Notes in Computer Science Vol. 8226, pp. 623-630, 2013.
    Presented at the 20th International Conference on Neural Information Processing 2013, Degu, Korea.

  5. Dobosz K, Mikołajewski D, Wójcik G.M, Duch W, Simple cyclic movements as a distinct autism feature - computational approach.
    Computer Science 14(3): 475-489, 2013.

  6. Duch W, Nowak W, Meller J, Osiński G, Dobosz K, Mikołajewski D, and Wójcik G.M, Computational approach to understanding autism spectrum disorders.
    Computer Science 13(2): 47-61, 2012.

  7. Duch W, Dobosz K, Visualization for Understanding of Neurodynamical Systems.
    Cognitive Neurodynamics 5(2), 145-160, 2011.
  8. Duch W, Nowak W, Meller J, Osinski G, Dobosz K, Mikołajewski D, and Wójcik G.M, Consciousness and attention in autism spectrum disorders.
    In: Proceedings of Cracow Grid Workshop 2010, pp. 202-211, 2011.

  9. Dobosz K, Duch W. (2010) Understanding Neurodynamical Systems via Fuzzy Symbolic Dynamics.
    Neural Networks Vol. 23 (2010) 487-496, 2010 http://dx.doi.org/10.1016/j.neunet.2009.12.005
  10. G. M. Wojcik, Electrical parameters influence on the dynamics of the Hodgkin-Huxley liquid state machine
    Neurocomputing, 79, 2012, 68- 78.

  11. Duch W, Dobosz K, Attractors in Neurodynamical Systems.
    Advances in Cognitive Neurodynamics II (eds. R. Wang, F. Gu), pp. 157-161, 2011
  12. Duch W, Neurodynamics and the mind.
    Proc. of the International Joint Conference on Neural Networks, San Jose, CA, IEEE Press, pp. 3227--3234, 2011.
    Presented at the IJCNN 2011, San Jose, special session "What Neural Modeling Tells Us about Ourselves''.
  13. Duch W. (2011), From autism to ADHD: comprehensive theory based on computational simulations. In: Models of Physiology and Disease Symposium, Center for Life Sciences, NUS, Singapore, p. 34

  14. Alexandre Gravier, Quek Hiok Chai, Wlodzislaw Duch, Abdul Wahab, Modeling bottom-up visual pathway to assess the influence of individual neuron dynamics on reflex attention. In: Models of Physiology and Disease Symposium, Center for Life Sciences, NUS, Singapore, poster (abstract only)

  15. Duch W, Consciousness and Attention in Autism Spectrum Disorders.
    Coma and Consciousness. Clinical, Societal and Ethical Implications. Satellite Symposium of the 13th Annual Meeting of the Association for the Scientific Studies of Consciousness, Berlin, 4-5 June 2009, p. 46 (abstract)
  16. Dobosz K, Duch W, Fuzzy Symbolic Dynamics for Global Visualization.
    Lecture Notes in Computer Science, vol. 5164, 471-478, 2008.
    Presented at: International Conference on Artificial Neural Networks (ICANN'08), Prague, Czech Republic
  17. Dobosz K, Duch W, Global Visualization of Neural Dynamics.
    Neuromath Workshop, Dornburg Castle, Jena, Germany, 28-29 April 2008, pp. 15-16 (abstract)

  18. Other papers that resulted from our grant:

  19. Duch W, Brains and Education: Towards Neurocognitive Phenomics.
    In: "Learning while we are connected", Vol. 3, Eds. N. Reynolds, M. Webb, M.M. Sysło, V. Dagiene. pp. 12-23.
    Presented at: X World Conference on Computers in Education July 2-5, 2013; Toruń, Poland.

  20. Duch W, Dobosz K, Jovanovic A, Klonowski W. (2010) Exploring the landscape of brain states
    NeuroMath COST Action BM0601, archived in Frontiers in Neuroscience.

  21. S.H. Huang, D. Mo, J. Meller, M. Wagner, Identifying a small set of marker genes using minimum expected cost of misclassification.
    Artificial Intelligence in Medicine 55(1): 51-59, 2012

  22. Anna Gogolinska, Wieslaw Nowak, Petri Nets in Systems Biology and Bioinformatics. An Example of Application in Autism Problem.
    Biotechnology, pp. 1-22

  23. A. Goglińska, W.Nowak Molecular recognition at atomic level: interaction of autism related protein MCP-1 with an antibody
    8th EBSA European Biophysics Congress, Budapest, Hungary, 23-27.08.2011 (plakat)

  24. Karolina Mikulska, Wieslaw Nowak, Bioinformatical analysis of Autism Spectrum Disorder related proteins - towards integrated theory,
    BioInformatics in Torun – BIT10, Torun, 10-12.06.2010 (poster)

  25. Karolina Mikulska, Wieslaw Nowak, In search of SHANK3 3D structure,
    BioInformatics in Torun – BIT11, Torun, 2-4.06.2011 (poster)

  26. Anna Gogolinska, Wieslaw Nowak, Petri nets in biotechnology, medicine and bioinformatics,
    BioInformatics in Torun – BIT11, Torun, 2-4.06.2011 (poster)

  27. Dobosz K, Osiński G, Duch W, Computational model of brain stem functions.
    Presented at the Neuromath Workshop, Rome, 1-5 Dec. 2007, pp. 34

  28. In Polish:

  29. Duch W, Mózgi i Edukacja: w stronę Neurokognitywnej Fenomiki.
    W: Informatyka w Edukacji, Toruń, 2-5.07.2013; str 1-14.

  30. Duch W, Dobosz K, Sieci neuronowe w modelowaniu chorób psychicznych, rozdział w (book chapter): Tadeusiewicz R, Duch W, Korbicz J, Rutkowski L (Eds), Sieci neuronowe w inżynierii biomedycznej.
    Wyd. Exit, str 637-666, 2013 (rozdział w książce)

Many PPT presentations ilustrate some of my ideas, see the list of talks here, and more talks below:

  1. W. Nowak, K. Mikulska, A. Jasiński, M. Lorkowski, A. Gogolińska, Ł. Pepłowski. Mechanical unfolding of modular proteins by single molecule virtual AFM microscopy, 5th symposium on Theoretical Biophysics Madeira, Portugal: 8-12.06.2011 r. (referat plenarny)
  2. Karolina Mikulska, Wieslaw Nowak, Genetic Foundations of Autism Spectrum Disorder, III Convention of the Polish Bioinfomatics Society in conjunction with 8th Workshop on Bioinformatics, Ustroń, 1-3.10.2010 (referat)
  3. Anna Gogolinska, Wieslaw Nowak, Genetyczne podstawy autyzmu i możliwości modelowania procesów chorobowych, V Kopernikańskie Seminarium Doktoranckie, Torun, 16-18.06.2011 (referat)
  4. W. Nowak, Ł. Pepłowski, K. Mikulska, A. Jasiński, B. Dobrzelecki, R. Jankowski, J. Strzelecki, A. Goglińska Stressful life of biomolecules - AFM and Steered MD studies of modular proteins nanomechanics. Multi-Pole Approach to Structural Biology Warszawa: 16-19.11.2011 r. (plenary).

Books:

Papers on processing speeds:

  1. Brighenti, S., Keller, R. (2019). Neuropsychology of ASD. In R. Keller (Ed.), Psychopathology in Adolescents and Adults with Autism Spectrum Disorders (pp. 35–49). Springer International Publishing. https://doi.org/10.1007/978-3-030-26276-1_3,
    This chapter mentions research on processing speeds many times.
  2. Haigh, S. M., Walsh, J. A., Mazefsky, C. A., Minshew, N. J., Eack, S. M. (2018). Processing Speed is Impaired in Adults with Autism Spectrum Disorder, and Relates to Social Communication Abilities. Journal of Autism and Developmental Disorders. https://doi.org/10.1007/s10803-018-3515-z
  3. Hedvall, A., Fernell, E., Holm, A., Asberg Johnels, J., Gillberg, C., Billstedt, E. (2013). Autism, Processing Speed, and Adaptive Functioning in Preschool Children. The Scientific World Journal. https://doi.org/10.1155/2013/158263
  4. Spiegel, A., Mentch, J., Haskins, A. J., Robertson, C. E. (2019). Slower Binocular Rivalry in the Autistic Brain. Current Biology, 29(17), 2948-2953.e3. https://doi.org/10.1016/j.cub.2019.07.026

More to be added ...


Links to other Duch-Lab projects, many talks and to other papers on various subjects.

Working log (local accsess only), maintained by Wlodzislaw Duch.