Computational model of excitatory/inhibitory ratio imbalance role in attention deficit disorders

Journal of Computational Neuroscience

Volumn 33, Issue 2, 2012, Pages 389-404

  Bakhtiari, Reyhaneh ^a,b   Sephavand, Nazanin Mohammadi ^a   Ahmadabadi, Majid Nili ^b   Araabi, Babak Nadjar ^b   Esteky, Hossein ^c  

^a UNIVERSITY OF TEHRAN   (Iran)

^b INSTITUTE FOR RESEARCH IN FUNDAMENTAL SCIENCES IPM   (Iran)

^c SHAHID BEHESHTI UNIVERSITY OF MEDICAL SCIENCES   (Iran)

Author keywords

Autism . Attention deficit . Excitatory inhibitory ratio . Competition

Indexed keywords

COMPUTATION THEORY; COMPUTATIONAL METHODS;

ATTENTION DEFICIT; ATTENTION DEFICIT .; ATTENTION DEFICIT DISORDER; ATYPICALS; AUTISM .; COMPUTATIONAL MODELLING; EXCITATORY/INHIBITORY RATIO .; INHIBITORY STRENGTH; SYNAPTIC STRENGTHS; TOPDOWN;

DISEASES;

EID: 84868214898     PISSN: 09295313     EISSN: 15736873     Source Type: Journal    
DOI: 10.1007/s10827-012-0391-y     Document Type: Article

References (72)

1. Allen, G., & Courchesne, E. (2001). Attention function and dysfunction in autism. Frontiers in Bioscience, 6(3), 105-119.
2. Baron-Cohen, S. (1995). Mind blindness: an essay on autism and theory of mind. Cambridge: MIT Press.
3. Belmonte, M. (2000). Abnormal attention in autism shown by steady-state visual evoked potentials. Autism, 4(3), 269-285. (Pubitemid 30642610)
4. Belmonte, M., Cook, E. J., Anderson, G., Rubenstein, J., Greenough, W., Beckel-Mitchener, A., et al. (2004). Autism as a disorder of neural informationprocessing: directions for research andtargets for therapy. Molecular Psychiatry, 9(7), 646-663. (Pubitemid 38932171)
5. Belmonte, M. K., & Yurgelun-Todd, D. A. (2003). Functional anatomy of impaired selective attention and compensatory processing in autism. Cognitive Brain Research, 17(3), 651-664. (Pubitemid 38373370)
6. Bird, G., Catmur, C., Silani, G., Frith, C., & Frith, U. (2006). Attention does not modulate neural responses to social stimuli in autism spectrum disorders. NeuroImage, 31(4), 1614-1624.
7. Blake, R., & Logothetis, N. K. (2002). Visual competition. Nature Reviews Neuroscience, 3(1), 13-23. (Pubitemid 135706561)
8. Börgers, C., Epstein, S., & Kopell, N. J. (2008). Gamma oscillations mediate stimulus competition and attentional selection in a cortical network model. Proceeding of the National Academy of Science, 46 (105), 18023-18028.
9. Broadbent, D. (1958). Perception and communication. Oxford: Oxford University Press.
10. Buehlmann, A., & Deco, G. (2008). The neuronal basis of attention: rate versus synchronization modulation. Journal of Neuroscience, 28(30), 7679-7686.
11. Buia, C., & Tiesinga, P. (2006). Attentional modulation of firing rate and synchrony in a model cortical network. Journal of Computational Neuroscience, 20(3), 247-264. (Pubitemid 43675332)
12. Buia, C., & Tiesinga, P. (2008). Role of Interneuron Diversity in the Cortical Microcircuit for Attention. Current Issue: March 2012, 99(5), 2158-2182.
13. Burack, J. A., Enns, J. T., Stauder, J. E., Mottron, J. E., & Rondolph, B. (1958). Attention and autism: behavioral and electrophysiological evidence. New York: Wiley.
14. Buxhoeveden, D. P., & Casanova, M. F. (2002). The minicolumn hypothesis in neuroscience. Brain, 125(5), 935-951. (Pubitemid 34464606)
15. Carlsson, M. L., Martin, P., Nilsson, M., Sorensen, S. M., Water, S., & Waters, N. (1999). The5-HT2A receptor antagonist M100907 is more effective in counteracting NMDAantagonistthan dopamine agonist-induced hyperactivityin mice. Journal of Neural Transmission, 106(2), 123-129. (Pubitemid 29137509)
16. Casanova, M. F., Buxhoeveden, D. P., Switala, A. E., & Roy, E. (2002). Minicolumnar pathology in autism. Neurology, 58(3), 428-432. (Pubitemid 34150918)
17. Casanova, M., & Trippe, J. (2009). Radial cytoarchitecture and patterns of cortical connectivity in autism. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1522), 1433-1436.
18. Casanova, M. F., van Kooten, A. J., Switala, A. J., Engeland, H., & Heinsen, H. (2006). Minicolumnar abnormalities in autism. Acta Neuropathologica, 12(13), 287-303. (Pubitemid 44275884)
19. Caseya, B. J., Gordona, C. T., Mannheim, G. B., & Rumsey, J. M. (1993). Dysfunctional attention in autistic savants. Journal of Clinical and Experimental Neuropsychology, 15(6), 933-946. (Pubitemid 24033108)
20. Chelazzi, L., Duncan, J., Miller, E. K., & Desimon, R. (1998). Responses of neurons in inferior temporal cortex during memory-guided visual search. Journal of Neurophysiol, 80(6), 2918-2940. (Pubitemid 29029224)
21. Chong, S., Tadin, D., & Blake, R. (2005). Endogenous attention prolongs dominance durantions in binocular rivalry. Journal of Vision, 1004-1012. (Pubitemid 43078794)
22. Ciesielski, K. T., Courchesne, E., & Elmasian, R. (1990). Effects of focused selective attention tasks on event-related potentials in autistic and normal individuals. Electroencephalography and Clinical Neurophysiology, 75(3), 207-220. (Pubitemid 20069583)
23. Coben, R., Linden, M., & Myers, T. (2010). Applied Psychophysiology and Biofeedback, 35, 83-105.
24. Coben, R., & Myers, T. (2010). The relative efficacy of connectivity guided and symptom based EEG biofeedback for Autistic disorders. Applied Psychophysiology and Biofeedback, 35(1), 13-23.
25. Cowan, J., & Markham, L. (1994). EEG biofeedback for the attention problems of autism: a case study. The 25th Annual Meeting of the Association for Applied Psychophysiology and biofeedback. Atlanta, GA.
26. Dawson, G., & Lewy, A. (1989). Arousal, attention, and the socioemotional impairments of individuals with autism. Autism: Nature, diagnosis & treatment, 49-74.
27. Deco, G., & Rolls, E. T. (2005). Neurodynamics of biased competition and cooperation for attention: a model with spiking neurons. Journal of Neurophysiology, 94(1), 295-313. (Pubitemid 40931947)
28. Demos, J. (2005). Getting started with neurofeedback. New York:WW Norton & Company.
29. Desimone, R. (1998). Visual attention mediated by biased competition in extrastriate visual cortex. Philosophical Transactions of the Royal Society B: Biological Sciences, 353(1373), 1245-1255. (Pubitemid 28398192)
30. Desimone, R., & Duncan, J. (1995). Neural mechanisms of selective visual attention. Annual Review of Neuroscience, 18, 193-222.
31. Fries, P., Reynolds, J. H., Rorie, A. E., & Desimone, R. (2001). Modulation of oscillatory neuronal synchronization by selective visual attention. Science, 291(5508), 1560-1563. (Pubitemid 32179225)
32. Fries, P., Womelsdorf, T., Oostenveld, R., & Desimone, R. (2008). The effects of visual stimulation and selective visual attention on rhythmic neuronal synchronization in macaque area V4. Journal of Neuroscience, 28(18), 4835-4823.
33. Goldstein, G., Johnson, C. R., & Minshew, N. J. (2001). Attentional processes in autism. Journal of Autism and Developmental Disorders, 31(4), 433-440. (Pubitemid 37509314)
34. Greenaway, R., & Plaisted, K. (2005). Top-down attentional modulation in autistic spectrum disorders is stimulus-specific. Psychological Science, 16(12), 987-994. (Pubitemid 43060262)
35. Hancocok, S., & Andrews, T. (2007). The role of voluntary and involuntary attention in selecting perceptual dominance during binocular rivalry. Perception, 288-298.
36. Hughes, J. R. (2008). A review of recent reports on autism: 1000 studies published in 2007. Epilepsy & Behavior, 13(3), 425-437.
37. Hughes, J. R. (2009). Update on autism: a review of 1300 reports published in 2008. Epilepsy & Behavior, 16(4), 569-589.
38. Jamain, S., Betancur, C., & Quach, H. (2002). Linkageand association of the glutamate receptor6 gene with autism. Molecular Psychiatry, 7(3), 302-310. (Pubitemid 34280638)
39. Jarusiewicz, B. (2002). Efficacy of neurofeedback for children in the autistic spectrum: a pilot study. Journal of Neurotherapy, 6(4), 39-49. (Pubitemid 36416628)
40. Kastner, S., & Ungerleider, L. G. (2001). The neural basis of biased competition in humanvisual cortex. Neuropsychologia, 39(12), 1263-1276. (Pubitemid 32826271)
41. Kiani, R., Esteky, H., Mirpour, K., & Tanaka, K. (2007). Object category structure in response patterns of neuronal population in monkey inferior temporal cortex. Journal of Neurophysiology, 97, 4296-4309. (Pubitemid 47080657)
42. Korvatska, E., Van de Water, J., & Anders, T. F. (2002). Genetic and immunologic considerations in autism. Neurobiology of Disease, 9(2), 107-125. (Pubitemid 34261208)
43. Kouijzer, M., de Moor, J., Gerrits, B., Congedo, M., Van Schie, H., (2009). Neurofeedback improves executive functioning in children with autism spectrum disorders. Research in Autism Spectrum Disorders, 3(1), 145-162
44. Landry, R., & Bryson, S. E. (2004). Impaired disengagement of attention in young children with autism. Journal of Child Psychology and Psychiatry, 45(6), 1115-1122. (Pubitemid 39173576)
45. Levelt, W. J. M. (1965). On binocular rivalry. Soesterberg, The Netherlands: Institute for 906 Perception RVO-TNO.
46. Linden, M. (2004). Case studies of QEEG mapping and neurofeedback with autism. 12th Annual Conference of the International Society for Neuronal Regulation. Fort Lauderdale, FL.
47. Logothetis, N., & Sheinberg, D. (1996). Visual object recognition. Annual Review of Neurosience, 19, 577-621. (Pubitemid 26080840)
48. Lovaas, O. I., Schreibman, L., Koegel, R. L., & Rehm, R. (1971). Selective responding by autistic children to multiple sensory input. Journal ofAbnormal Psychology, 77(3), 211-222.
49. Matthews, B., Shute, R., & Rees, R. (2001). An analysis of stimulus overselectivity in adults with autism. Journal of Intellectual and Developmental Disability, 26(2), 161-176. (Pubitemid 32619557)
50. Mirpour, K., & Esteky, H. (2009). State-dependent effects of stimulus presentation duration on the temporal dynamics of neural responses in the inferotemporal cortex of macaque monkeys. Journal of Neurophysiology, 102(3), 1790-1800.
51. Moldakarimov, S., Rollenhagen, J. E., Olson, C., & Chow, C. (2005). Competitive dynamics in cortical responses to visual stimuli. Journal of Neurophysiol, 94(5), 3388-3396. (Pubitemid 41504775)
52. Ohshiro, T., Angelaki, D., & DeAngelis, G. (2011). A normalization model of multisensory integration. Nature Neuroscience, 14(6), 775-782.
53. Paffen, C.L., & Alais, D. (2011). Attentional modulation of binocular rivalry. Frontiers in Human Neuroscience, 1-10.
54. Paffen, C., Alais, D., & Verstraten, F. (2006). Attention speeds binocular rivalry. Psychological Science, 752-756. (Pubitemid 44396819)
55. Paffen, C., & Hooge, I. (2011). The effect of set size on the dynamics of binocular rivalry. Seeing Perceiving, 19-35.
56. Polleux, F., & Lauder, J. M. (2004). Toward a developmental neurobiology of autism. Mental Retardation and Developmental Disabilities, 10(4), 303-317. (Pubitemid 40209463)
57. Purcel, A. E., Jeon, O. H., Zimmerman, A. W., Blue, M. E., & Pevsner, J. (2001). Postmortem brain abnormalities of theglutamate neurotransmitter system in autism. Neurology, 57(9), 1618-1628. (Pubitemid 33055480)
58. Reed, P., & Gibson, E. (2005). The effect of concurrent task load on stimulus over-selectivity. Journal of Autism and Developmental Disorders, 35(5), 601-614.
59. Remington, A., Swettenham, J., Campbell, R., & Colem, M. (2009). Selective attention and perceptual load in autism spectrum disorder. Psychological Science, 20(11), 1388-1393.
60. Reynolds, J., Chelazzi, L., & Desimone, R. (1999). Competitive mechanisms subserve attention in Macaque reas V2 and V4. The Journal of Neuroscience, 1(5), 1736-1753. (Pubitemid 29094192)
61. Reynolds, J., Pasternak, T., & Desimone, R. (2000). Attention increases sensitivity of V4 neurons. Neuron, 26(3), 703-714.
62. Rinehart, N. J., Bradshaw, J. L., Moss, S. A., Brereton, A. V., & Tonge, B. J. (2001). A deficit in shifting attention present in highfunctioning autism but not asperger's disorder. Autism, 5(1), 67-80. (Pubitemid 32266100)
63. Rollenhagen, E., & Olson, C. (2005). Low-frequency oscillations arising from competitive interactions between visual stimuli in Macaque inferotemporal cortex. Journal of Neurophysiology, 94 (5), 3368-3387. (Pubitemid 41509182)
64. Rubenstein, J. L., & Merzenich, M. M. (2003). Model of autism: increased ratio of excitation /inhibition in key neural systems. Genes, Brain, and Behavior, 2(2), 255-267. (Pubitemid 37345664)
65. Ruggieri, V. L. (2006). Atentional processes and attention deficit disorders in autism. Revista de Neurologia, 42(3), 51-56.
66. Steinmetz, P. N., Roy, A., Fitzgerald, P. J., Hsiao, S. S., Johnson, K. O., & Niebur, E. (2000). Attention modulates synchronized neuronal firing in primate somatosensory cortex. Nature, 404, 187-190. (Pubitemid 30154486)
67. Swettenham, J., Baron-Cohen, S., Charman, T., Cox, A., Baird, G., Drew, A., et al. (1998). The frequency and distribution of spontaneous attention shifts between social and nonsocial stimuli in autistic, typically developing, and nonautistic developmentally delayed infants. Journal of Child Psychology and Psychiatry, 39(5), 747-753. (Pubitemid 28339606)
68. Tanaka, K. (1996). Inferotemporal cortex and object vision. Annual Review of Neuroscience, 19, 109-139. (Pubitemid 26080824)
69. Townsend, J., & Courchesne, E. (1994). Parietal damage and narrow "spotlight" spatial attention. Journal of Cognitive Neuroscience, 6 (3), 220-232.
70. Wang, X.-J. (2002). Probabilistic Decision Making by Slow Reverberation in Cortical Circuits. Neuron, 36(5), 955-968. (Pubitemid 35447866)
71. White, S., O'Reilly, H., & Frith, U. (2009). Big heads, small details and autism. Neuropsychologia, 47(5), 1274-1281.
72. Wilhelm, H., & Lovaas, O. I. (1976). Stimulus overselectivity: a common feature in autism and mental retardation. American Journal of Mental Deficiency, 81(1), 26-31.