Oscillatory model of attention-guided object selection and novelty detection

Neural Networks

Volumn 17, Issue 7, 2004, Pages 899-915

  Borisyuk, Roman M ^a,b   Kazanovich, Yakov B ^a,b  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

^b INSTITUTE OF MATHEMATICAL PROBLEMS OF BIOLOGY   (Russian Federation)

Author keywords

Novelty detection; Oscillatory neural networks; Resonance; Selective attention; Synchronization

Indexed keywords

DEMODULATION; FEATURE EXTRACTION; OBJECT RECOGNITION; OSCILLATORS (ELECTRONIC); SYNCHRONIZATION;

DISCRIMINATION; SPATIAL CONNECTIVITY; VISUAL INFORMATION;

VISUAL COMMUNICATION;

AMPLITUDE MODULATION; CELL SYNCHRONIZATION; COMPUTER SIMULATION; DISCRIMINATION LEARNING; OSCILLATION; OSCILLATOR; PRIORITY JOURNAL; REVIEW; VISUAL FIELD; VISUAL INFORMATION; WORKING MEMORY;

EID: 4143055872     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2004.03.005     Document Type: Article

References (95)

1. Amit Y., Mascaro M. An integrated network for invariant visual detection and recognition. Vision Research. 43:2003;2073-2088
2. Awh E., Anllo-Vento L., Hillyard S.A. The role of spatial selective attention in working memory for locations: Evidence from event-related potentials. Journal of Cognitive Neuroscience. 12:(5):2000;840-847
3. Awh E., Jonides J. Overlapping mechanisms of attention and spatial working memory. Trends in Cognitive Sciences. 5:2001;119-126
4. Baddeley A. Exploring the central executive. The Quarterly Journal of Experimental Psychology. 49A:1996;5-28
5. Baddeley A. Fractionating the central executive. Stuss D., Knight R.T. Principles of frontal lobe function. 2002;246-260 Oxford University Press, New York
6. Baddeley A. Working memory and language: An overview. Journal of Communication Disorders. 36:2003;189-208
7. Barbas H. Connections underlying the synthesis of cognition, memory, and emotion in primate prefrontal cortices. Brain Research Bulletin. 52:2000;319-330
8. Basar E. Brain function and oscillations. 1998;Springer, New York
9. Borisyuk G., Borisyuk R., Kazanovich Y., Ivanitskii G. Models of neural dynamics in brain information processing. Physics - Uspekhi. 45:2003;1073-1095
10. Borisyuk R.M., Casaleggio A., Kazanovich Y.B., Morgavi G. Some results on correlation dimension of time series generated by a network of phase oscillators. Marinaro M., Morasso P. International Conference on Artificial Neural Networks, ICANN'94. Vol. 1:1994;759-762 Springer, London
11. Borisyuk R., Denham M., Kazanovich Y., Hoppensteadt F., Vinogradova O. Oscillatory model of novelty detection. Network. 12:2001;1-20
12. Borisyuk R.M., Hoppensteadt F. Memorizing and recalling spatial-temporal patterns in an oscillatory model of the hippocampus. BioSystems. 48:1998;3-10
13. Chelazzi L. Neural mechanisms for stimulus selection in cortical areas of the macaque subserving object vision. Behavioural Brain Research. 71:1995;125-134
14. Collett F., Van der Linden M. Brain imaging of the central executive component of the working memory. Neuroscience and Behavioral Review. 26:2002;105-125
15. Corchs S., Deco G. A neurodynamical model for selective visual attention using oscillators. Neural Networks. 14:2001;981-990
16. Cowan N. Evolving conceptions of memory storage, selective attention and their mutual constraints within the human information processing system. Psychological Bulletin. 104:1988;163-191
17. Daffner K.R., Mesulam M.M., Scinto L.F.M., Acar D., Calvo V., Faust R., Chabrerie A., Kennedy B., Holcomb P.J. The central role of the prefrontal cortex in directing attention to novel events. Brain. 123:2000;927-939
18. Daffner K.R., Mesulam M.M., Scinto L.F.M., Cohen L.G., Kennedy B.P., West W.C., Holcomb P.J. Regulation of attention to novel stimuli by frontal lobes: An event-related potential study. NeuroReport. 9:1998;787-791
19. Daffner K.R., Scinto L.F.M., Weitzman A.M., Faust R., Rentz D.M., Budson A.E., Holcomb P.J. Frontal and parietal components of a cerebral network mediating voluntary attention to novel events. Journal of Cognitive Neuroscience. 15:2003;294-313
20. Damasio A. The brain binds entities and events by multiregiona activation from convergent zones. Neural Computations. 1:1989;123-132
21. D'Espasito M., Detre J.A., Alsop D.C., Shin R.R., Atlas S., Grossman M. The neural basis of central executive system of working memory. Nature. 378:1991;279-281
22. Dias S., Honey R.C. Involvement of the rat prefrontal cortex in novelty detection. Behavioral Neuroscience. 116:2002;498-503
23. Eckhorn R., Bauer R., Jordon W., Brosch M., Kruse W., Munk M., Reitboeck H.J. Coherent oscillations: A mechanism of feature linking in the visual cortex. Biological Cybernetics. 60:1988;121-130
24. Fischer H., Wright C., Whalen P., McInerney S., Shin L., Rauch S. Brain habituation during repeated exposure to fearful and neutral faces: A functional MRI study. Brain Research Bulletin. 59:2003;387-392
25. Fries P., Reynolds J.H., Rorie A.E., Desimone R. Modulation of oscillatory neuronal synchronization by selective visual attention. Science. 291:(5508):2001;1560-1563
26. Fries P., Schroeder J.-H., Roelfsema P.R., Singer W., Engel A.K. Oscillatory neural synchronization in primary visual cortex as a correlate of stimulus selection. Journal of Neuroscience. 22:2002;3739-3754
27. Gray C.M. Synchronous oscillations in neuronal systems: Mechanisms and functions. Journal of Computational Neuroscience. 1:1994;11-38
28. Gray C.M. The temporal correlation hypothesis is still alive and well. Neuron. 24:1999;31-47
29. Gray C.M., Konig P., Engel A.K., Singer W. Oscillatory responses in cat visual cortex exhibit intercolumnar synchronization which reflects global stimulus properties. Nature. 388:1989;334-337
30. Grossberg S. How does the cerebral cortex work? Learning, attention and grouping by laminar circuits of visual cortex. Spatial Vision. 12:1999;163-186
31. Grossberg S., Grunewald A. Cortical synchronization and perceptual framing. Journal of Cognitive Neuroscience. 9:1997;117-132
32. Grossberg S., Raizada R. Contrast sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex. Visual Research. 40:2000;1413-1432
33. Grossberg S., Sommers D. Synchronized oscillations during cooperative feature linking in a cortical model of visual perception. Neural Networks. 4:1991;453-466
34. Herrmann C.S., Knight R.T. Mechanisms of human attention: Event-related potentials and oscillations. Neuroscience and Behavioral Review. 25:2001;65-476
35. Holscher C. Time space and hippocampal functions. Reviews in the Neurosciences. 14:2003;253-284
36. Hoppensteadt F. Signal processing by model neural networks. SIAM Review. 34:1992;426-444
37. Hummel J.E. Complementary solutions to the binding problem in vision: Implications for shape perception and object recognition. Visual Cognition. 8:2001;489-517
38. Hutcheon B., Miura R.M., Puil E. Subthreshold membrane resonance in neocortical neurons. Journal of Neurophysiology. 76:1996;683-697
39. Hutcheon B., Miura R.M., Puil E. Models of subthreshold membrane resonance in neocortical neurons. Journal of Neurophysiology. 76:1996;698-714
40. Hutcheon B., Yarom Y. Resonance, oscillations and the intrinsic frequency preferences of neurons. Trends in Neurosciences. 23:2000;216-222
41. Itti L., Koch C. A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research. 40:2000;1489-1506
42. Izhikevich E. Resonate-and-fire neurons. Neural Networks. 14:2001;883-894
43. Jessen F., Manka C., Schief L., Granath D.O., Schild H.H., Heun R. Novelty detection and repetition suppression in a passive picture viewing task: A possible approach for the evaluation of neuropsychiatric disorders. Human Brain Mapping. 17:2002;230-236
44. Kanwisher N., Wojciulik E. Visual attention: Insights from brain imaging. Nature Reviews Neuroscience. 1:2000;91-100
45. Kastner S., De Weerd P., Desimone R., Ungerleider L.G. Mechanisms of directed attention in the human extrastriate cortex as revealed by functional MRI. Science. 282:1998;108-111
46. Kazanovich Y.B., Borisyuk R.M. Synchronization in a neural network of phase oscillators with the central element. Biological Cybernetics. 71:1994;177-185
47. Kazanovich Y.B., Borisyuk R.M. Dynamics of neural networks with a central element. Neural Networks. 12:1999;441-454
48. Kazanovich Y., Borisyuk R. Object selection by an oscillatory neural network. BioSystems. 67:2002;103-111
49. Kazanovich Y., Borisyuk R. Synchronization in oscillator systems with phase shifts. Progress of Theoretical Physics. 110:2003;1047-1058
50. Klein R. Inhibitory tagging system facilitates visual search. Nature. 334:1988;430-431
51. Knight R.T. Contribution of human hippocampal region to novelty detection. Nature. 383:1996;256-259
52. Knight R.T., Nakada T. Cortico-limbic circuits and novelty: A review of EEG and blood flow data. Reviews in the Neurosciences. 9:1998;57-70
53. Koch C., Ullman S. Shifts in selective visual attention - towards the underlying neural circuitry. Human Neurobiology. 4:1985;219-227
54. Kryukov V.I. An attention model based on the principle of dominanta. Holden A.V., Kryukov V.I. Neurocomputers and attention I. Neurobiology, synchronization and chaos. 1991;319-352 Manchester University Press, Manchester
55. Loose R., Kaufmann C., Auer D.P., Lange K.W. Human prefrontal and sensory cortical activity during divided attention tasks. Human Brain Mapping. 18:2003;249-259
56. Luck S.J., Beach N.J. Visual attention and the binding problem: A neurophysiological perspective. Wright R.H. Visual attention. 1998;455-478 Oxford University Press, New York, Oxford
57. von der Malsburg C. The correlation theory of brain function. Internal Report 81-2, Max Plank Institute, Götingen. Domany E., van Hemmen J.L., Shulten K. Models of neural networks II. 19811994;95 Springer, Berlin. Reprinted
58. Malsburg C. Dynamic link architecture. Arbib M.A. Brain theory and neural networks. 1995;329-331 The MIT Press, Cambridge, MA
59. Mel B.W. SEEMORE: Combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition. Neural Computations. 9:1997;777-804
60. Miller R. Cortico-hippocampal interplay and the representation of contexts in the brain. 1991;Springer, Berlin
61. Moran J., Desimone R. Selective attention gates visual processing in the extrastriate cortex. Science. 229:1985;782-784
62. Moser M.C., Silton M. Computational model of spatial attention. Pashler H. Attention. 1998;341-393 UCL Press, London
63. Motter B.C. Focal attention produces spatially selective processing in visual cortical areas V1, V2, and V4 in the presence of competing stimuli. Journal of Neurophysiology. 70:1993;909-919
64. Niebur E. Electrophysiological correlates of synchronous neural activity and attention: A short review. BioSystems. 67:2002;157-166
65. Niebur E., Hsiao S.S., Johnson K.O. Synchrony: A neuronal mechanism for attentional selection? Current Opinion in Neurobiology. 12:2002;190-194
66. Niebur E., Koch C. A model for the neuronal implementation of selective visual attention based on temporal correlation among neurons. Journal of Computational Neuroscience. 1:1994;141-158
67. Niebur E., Koch C. Computational architecture for attention. Parasuraman R. The attentive brain. 1998;163-186 The MIT Press, Cambridge, MA
68. Nishii J. A learning model for oscillatory networks. Neural Networks. 11:1998;249-257
69. Nishii J. Learning model for coupled neural oscillators. Network. 10:1999;213-226
70. Parra L., Deco G., Miesbach S. Statistical independence and novelty detection with information preserving nonlinear maps. Neural Computations. 8:1996;260-269
71. Ripley B.D. Pattern recognition and neural networks. 1996;Cambridge University Press, Cambridge, MA
72. Ritz R., Gerstner W., Fuentes U., van Hemmen J.L. A biologically motivated and analytically soluble model of collective oscillations in the cortex. II. Application to binding and pattern segmentation. Biological Cybernetics. 71:1994;349-358
73. Schillen T., König P. Binding by temporal structure in multiple feature domains of an oscillatory neural network. Biological Cybernetics. 70:1994;397-405
74. Schneider W.X. Visual-spatial working memory, attention, and scene representation: A neuro-cognitive theory. Psychological Research. 62:1999;220-236
75. Shallice T. Fractionation of the supervisory system. Stuss D.T., Knighta R.T. Principles of frontal lobe function. 2002;261-277 Oxford University Press, New York
76. Singer W. Neuronal synchrony: A versatile code for the definition of relations. Neuron. 24:1999;49-65
77. Singer W., Gray C.M. Visual feature integration and the temporal correlation hypothesis. Annual Review of Neuroscience. 18:1995;555-586
78. Sokolov E.N. The neuronal mechanism of the orienting reflex. Sokolov E.N., Vinogradova O.S. Neuronal mechanisms of the orienting reflex. 1975;17-35 Erlbaum, Hillsdale, NJ
79. Sporns O., Tononi G., Edelman G.M. Modeling perceptual grouping and figure-ground segregation by means of active reentrant connections. Proceedings of the National Academic Science (USA). 88:1991;129-133
80. Steinmetz P.N., Roy A., Fitzgerald P., Hsiao S.S., Johnson K.O., Niebur E. Attention modulates synchronized neuronal firing in primate somatosensory cortex. Nature. 404:2000;187-190
81. Stringer S.M., Rolls E.T. Position invariant recognition in the visual system with cluttered environments. Neural Networks. 13:2000;305-315
82. Takeda Y., Yagi A. Inhibitory tagging in visual search can be found if search stimuli remain visible. Perception and Psychophysics. 62:2000;927-934
83. Torras C. Neural network model with rhythm assimilation capacity. IEEE Transactions on Systems, Man, and Cybernetics. SMC-16:1986;680-693
84. Treisman A. Feature binding, attention and object perception. Philosophical Transactions. Biological Sciences. 353:1998;1295-1306
85. Treisman A., Gelade G. A feature-integration theory of attention. Cognitive Psychology. 12:1980;97-136
86. Treue S., Maunsell J.H.R. Attentional modulation of visual motion processing in cortical areas MT and MST. Nature. 382:1996;539-541
87. Tsotsos J.K., Culhane S.M., Wai W.Y.K., Lai Y., Davis N., Nufl F. Modeling visual attention via selective tuning. Artificial Intelligence. 78:1995;507-545
88. Verschure P., König P. On the role of biophysical properties of cortical neurons in binding and segmentation of visual scenes. Neural Computations. 11:1999;1113-1138
89. Vinogradova O.S. Expression, control, and probable functional significance of the neuronal theta-rhythm. Progressive Neurobiology. 45:1995;523-582
90. Vinogradova O.S. Hippocampus as comparator: Role of two input and two output systems of the hippocampus in selection and registration of information. Hippocampus. 11:2001;578-598
91. Wang D.L. Object selection based on oscillatory correlation. Neural Networks. 12:1999;579-592
92. Wang D.-L., Liu X. Scene analysis by integrating primitive segmentation and associative memory. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics. 32:2002;254-268
93. Wang D.-L., Terman D. Locally excitatory globally inhibitory oscillator network. IEEE Transactions on Neural Networks. 6:1995;283-286
94. Wang D.-L., Terman D. Image segmentation based on oscillatory correlation. Neural Computations. 9:1997;805-836
95. Wolfe J.M., Cave K.R. The psychophysical evidence for a binding problem in human vision. Neuron. 24:1999;11-17