Russian version English version
Volume 8   Issue 1   Year 2013
Solovyeva K.P.

Self-Organized Maps on Continuous Bump Attractors

Mathematical Biology & Bioinformatics. 2013;8(1):234-247.

doi: 10.17537/2013.8.234.


  1. Dunin-Barkowski W. Data formats in multi-neuronal systems and brain reverse engineering. Invited talk, Conference Biologically Inspired Cognitive Architecture 2011. (accessed 10 April 2013).
  2. Kass JH. Topographic Maps are Fundamental to Sensory Processing. Brain Research Bulletin. 1997;44(2):107-112. doi: 10.1016/S0361-9230(97)00094-4
  3. Kohonen T. Self-Organized Formation of Topologically Correct Feature Maps. Biological Cybernetics. 1982;43(1):59-69. doi: 10.1007/BF00337288
  4. Dunin-Barkowski W, Osovets N. Hebb-Hopfield neural networks based on one-dimentional sets of neuron states. Neural Processing Letters. 1995;2(5):28-31. doi: 10.1007/BF02332163
  5. Knierim JJ, Zhang K. Attractor dynamics of spatially correlated neural activity in the limbic system. Annu. Rev. Neurosci. 2012;35:267-285. doi: 10.1146/annurev-neuro-062111-150351
  6. McCulloch WS, Pitts W. A logical calculus of the ideas immanent in nervous activity. Bull. Math. Biophys. 1943;5:115-133. doi: 10.1007/BF02478259
  7. Amari SI. Dynamics of pattern formation in lateral-inhibition type neural fields. Bio. Cyber. 1977;27:77-87. doi: 10.1007/BF00337259
  8. Candia V, Rosset-Llobet J, Elbert T, Pascual-Leone A. Changing the brain through therapy for musicians' hand dystonia. Ann N Y Acad Sci. 2005;1060:335-342. doi: 10.1196/annals.1360.028
  9. Zhang K. Representation of spatial orientation by the intrinsic dynamics of the head-direction cell ensemble: A theory. Journal of Neuroscience. 1996;16:2112-2126.
  10. Tsodyks M. Attractor neural network models of spatial maps in hippocampus. Hippocampus. 1999;9(4):481-489. doi: 10.1002/(SICI)1098-1063(1999)9:4<481::AID-HIPO14>3.0.CO;2-S
  11. Stringer SM, Rolls ET, Trappenberg TP, de Araujo IET. Self-organizing continuous attractor networks and path integration: two-dimentional models of place cells. Network: Comput. Neural Syst. 2002;13:429-446. doi: 10.1088/0954-898X/13/4/301
Table of Contents Original Article
Math. Biol. Bioinf.
doi: 10.17537/2013.8.234
published in Russian

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


  Copyright IMPB RAS © 2005-2022