Russian version English version
Volume 8   Issue 2   Year 2013
Lyakhovetskii V.A., Potapov A.S., Bobrova E.V., Bogacheva I.N.

The Trainable Model of Memorization of Movement Sequence Based on Heteroassociative Neural Network

Mathematical Biology & Bioinformatics. 2013;8(2):665-678.

doi: 10.17537/2013.8.665.


  1. Anderson JA, Silverstein JW, Ritz SA, Jones RS. Distinctive features, categorical perception, and probability learning: some applications of a neural model. Psychological Review. 1977;34(5):413-451. doi: 10.1037/0033-295X.84.5.413
  2. Grossberg S. Behavioral contrast in short-term memory: serial binary memory models or parallel continuous memory models? J. Math. Psychol. 1978;17:199-219. doi: 10.1016/0022-2496(78)90016-0
  3. Farrell S, Lewandowsky S. An endogenous model of ordering in serial recall. Psychonom. Bull. Rev. 2002;9:59-79. doi: 10.3758/BF03196257
  4. Ratcliff R. Connectionist models of recognition memory: constraints imposed by learning and forgetting functions. Psychological Review. 1990;97:285-308. doi: 10.1037/0033-295X.97.2.285
  5. Kosko B. Bidirectional associative memories. IEEE Trans. Systems, Man and Cybernetics. 1988;18:49-60. doi: 10.1109/21.87054
  6. Wang YF, Cruz JB Jr, Mulligan JH Jr. Two coding strategies for bidirectional associative memory. IEEE Transactions on Neural Networks. 1990;1(1):81-92. doi: 10.1109/72.80207
  7. Oh H, Kothari SC. A Pseudo-relaxation learning algorithm for bidirectional associative memory. International J. of Computing, Communications and Networking. 1992;2:208-213.
  8. Hattori M, Hagiwara M, Nakagawa M. Quick learning for biderectional associative memory. In: Proc. World Congress on Neural Networks. Hills Dale, NJ: Lawrence Erlbaum Associates. 1993;2:297-300.
  9. Sheng D, Cruz JB Jr. Encoding strategy for maximum noise tolerance bidirectional associative memory. IEEE Transactions on Neural Networks. 2005;16(2):293-300. doi: 10.1109/TNN.2004.841793
  10. Pelevin VO. Ananasnaia voda dlia prekrasnoi damy (Pineapple Water for the Fair Lady). Moscow; 2011 (in Russ.).
  11. Liakhovetskii VA, Bobrova EV. Zhurnal vysshei nervnoi deiatel'nosti (Journal of Higher Nervous Activity). 2009;59(1):45-54 (in Russ.).
  12. Grafton ST, Hazeltine E, Ivry RB. Abstract and effector-specific representations of motor sequences identified with PET. J. Neurosci. 1998;18(22):9420-9428.
  13. Haaland KY, Prestopnik J, Knight RT, Lee RR. Hemispheric asymmetries for kinematic and positional aspects of reaching. Brain. 2004;127:1145-1158. doi: 10.1093/brain/awh133
  14. Bobrova EV, Lyakhovetskii VA, Borshchevskaya ER. The role of “prehistory” in the reproduction of sequential movements of the right and left hands: encoding of positions, movements, and sequence structure. Neuroscience and Behavioral Physiology. 2013;43(1):56-62. DOI:10.1007/s11055-012-9690-z. doi: 10.1007/s11055-012-9690-z
  15. Bobrova EV, Lyakhovetskii VA, Skopin GN. Zhurnal vysshei nervnoi deiatel'nosti (Journal of Higher Nervous Activity). 2012;62(4):422-430 (in Russ.).
  16. Liakhovetskii VA, Potapov AS. Nauchno-tekhnicheskii vestnik informatsionnykh tekhnologii, mekhaniki i optiki (Scientific and Technical Journal of Information Technologies, Mechanics and Optics). 2012;79(3):96-100 (in Russ.).
  17. Liakhovetskii VA, Bobrova EV, Skopin GN. Zhurnal vysshei nervnoi deiatel'nosti (Journal of Higher Nervous Activity). 2012;62(6):681-691 (in Russ.).
  18. Oldfield RC. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia. 1971;9:97-113. doi: 10.1016/0028-3932(71)90067-4
  19. Bock Ξ, Arnold K. Error accumulation and error correction in sequential pointing movements. Exp. Brain Res. 1993;95:111-117. doi: 10.1007/BF00229660
  20. Berkinblit MB, Fookson OI, Smetanin B, Adamovich SV, Poizner H. The interaction of visual and proprioreceptive inputs in pointing to actual and remembered targets. Exp. Brain Res. 1995;107(2):326-330. doi: 10.1007/BF00230053
  21. Lacquaniti F, Guigon E, Bianchi L, Ferraina S, Caminiti R. Representing spatial information for limb movement: role of area 5 in the monkey. Cereb Cortex. 1995;5:391-409. doi: 10.1093/cercor/5.5.391
  22. Xu Z-B, Leung Y, He X-W. Asymmetric bidirectional associative memories. IEEE Trans. Systems, Man and Cybernetics. 1994;24:1559-1564.
  23. Allakhverdov VM. Metodologicheskoe puteshestvie po okeanu bessoznatel'nogo k tainstvennomu ostrovu soznaniia (Methodological Journey Across the Ocean of Unconscious to Mysterious Island of the Mind). Sanct Petersburg; 2003. 368 p. (in Russ.).
  24. Rabbit P. An elementary preliminary taxonomy for some errors in laboratory choice RT-tasks. Acta Psychologica. 1970;33:56-76. doi: 10.1016/0001-6918(70)90122-8
  25. Ratcliff R, van Zandt T, McKoon G. Connectionist and diffusion models of reaction time. Psychological Review. 1999;106(2):261-300. doi: 10.1037/0033-295X.106.2.261
  26. Ratcliff R. A theory of memory retrieval. Psychological Review. 1978;85(2):59-108. doi: 10.1037/0033-295X.85.2.59
  27. Ratcliff R. Continuous versus discrete information processing: Modeling the accumulation of partial information. Psychological Review. 1988;95:238-255. doi: 10.1037/0033-295X.95.2.238
  28. Bobrova EV, Liakhovetskii VA, Bogacheva IN. In: Deviatyi mezhdunarodnyi mezhdistsiplinarnyi kongress «Neironauka dlia meditsiny i psikhologii» (Sudak, Ukraina, 3-13 iiunia 2013 g.) (9th International Congress “Neuroscience for Medicine and Psychology (Sudak, Ukrain, 3-13 June 2013)). 2013. P. 84-85 (in Russ.).
Table of Contents Original Article
Math. Biol. Bioinf.
doi: 10.17537/2013.8.665
published in Russian

Abstract (rus.)
Abstract (eng.)
Full text (rus., pdf)


  Copyright IMPB RAS © 2005-2024