A neural network model of normal and abnormal auditory information processing

Neural Networks

Volumn 24, Issue 6, 2011, Pages 568-574

  Du, X ^a   Jansen, B H ^a  

^a UNIVERSITY OF HOUSTON   (United States)

Author keywords

Auditory processing; Neural modeling; Schizophrenia; Sensory gating

Indexed keywords

AUDITORY CORTEX; AUDITORY EVOKED POTENTIAL; AUDITORY INFORMATION PROCESSING; AUDITORY PROCESSING; BRAIN ACTIVITY; GATING DEFICIENCY; HEALTHY INDIVIDUALS; INHIBITORY FEEDBACK; LUMPED PARAMETER; MEMBRANE POTENTIALS; NEURAL MECHANISMS; NEURAL MODELING; NEURAL NETWORK MODEL; PREFRONTAL CORTEX; PURE TONES; PYRAMIDAL CELL; SCHIZOPHRENIA; SCHIZOPHRENIA PATIENTS; SENSORY GATING; SENSORY STIMULATION; THALAMIC RETICULAR NUCLEUS;

BEHAVIORAL RESEARCH; BIOELECTRIC POTENTIALS; BRAIN; DATA PROCESSING; DISEASES; ELECTROPHYSIOLOGY; FEEDBACK; MATHEMATICAL MODELS;

NEURAL NETWORKS;

DOPAMINE;

ARTICLE; AUDITORY CORTEX; AUDITORY SENSORY GATING; CONTROLLED STUDY; EVOKED AUDITORY RESPONSE; HUMAN; MAJOR CLINICAL STUDY; MATHEMATICAL MODEL; NERVE CELL MEMBRANE POTENTIAL; NERVE CELL NETWORK; PREFRONTAL CORTEX; PRIORITY JOURNAL; PURE TONE AUDIOMETRY; PYRAMIDAL NERVE CELL; SENSORY GATING; THALAMUS; THALAMUS RETICULAR NUCLEUS;

ACOUSTIC STIMULATION; ANIMALS; AUDITORY PATHWAYS; AUTOMATIC DATA PROCESSING; BRAIN; HEARING DISORDERS; HUMANS; NEURAL NETWORKS (COMPUTER); NEURONS; SCHIZOPHRENIA; THALAMUS;

EID: 79957589794     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2011.03.002     Document Type: Article

References (30)

1. Abi-Dargham A., Moore H. Prefrontal DA transmission at D1 receptors and the pathology of schizophrenia. Neuroscientist 2003, 9:404-416.
2. Bazhenov M., Timofeev I., Steriade M., Sejnowski T.J. Self-sustained rhythmic activity in the thalamic reticular nucleus mediated by depolarizing GABA(A) receptor potentials. Nature Neuroscience 1999, 2:168-174.
3. Boutros N., Belger A., Campbell D., Souza C., Krystal J. Comparison of four components of sensory gating in schizophrenia and normal subjects: a preliminary report. Psychiatry Research 1999, 88:119-130.
4. Boutros N.N., Korzyukov O., Jansen B., Feingold A., Bell M. Sensory gating deficits during the mid-latency phase of information processing in medicated schizophrenia patients. Psychiatry Research 2004, 126:203-215.
5. Braff D.L., Geyer M.A. Sensorimotor gating and schizophrenia: Human and animal model studies. Archives of General Psychiatry 1990, 47:181-188.
6. Bramon E., Rabe-Hesketh S., Sham P., Murray R.M., Frangou S. Meta-analysis of the P300 and P50 waveforms in schizophrenia. Schizophrenia Research 2004, 70:315-329.
7. Clementz B.A., Blumenfeld L.D. Multichannel electroencephalographic assessment of auditory evoked response suppression in schizophrenia. Experimental Brain Research 2001, 139:377-390.
8. David O., Harrison L., Friston K.J. Modelling event-related responses in the brain. NeuroImage 2005, 25:756-770.
9. Flach K.A., Adler L.E., Gerhardt G.A., Miller C., Bickford P., MacGregor R.J. Sensory gating in a computer model of the CA3 neural network of the hippocampus. Biological Psychiatry 1996, 40:1230-1245.
10. Freedman R., Adler L.E., Myles-Worsley M., Nagamoto H.T., Miller C., Kisley M., McRae K. Inhibitory gating of an evoked response to repeated auditory stimuli in schizophrenic and normal subjects: human recordings, computer simulation, and an animal model. Archives of General Psychiatry 1996, 53:1114-1121.
11. Freedman R., Waldo M., Bickford-Wimer P., Nagamoto H. Elementary neuronal dysfunctions in schizophrenia. Schizophrenia Research 1991, 4:233-243.
12. Grill-Spector K., Henson R., Martin A. Repetition and the brain: neural models of stimulus-specific effects. Trends in Cognitive Sciences 2006, 10:14-23.
13. Grunwald T., Boutros N.N., Pezer N., Oertzen J.V., Fernandez G., Schaller C., Elger C. Neuronal substrates of sensory gating within the Human brain. Biological Psychiatry 2003, 53:511-519.
14. Henze D.A., Gonzalez-Burgos G.R., Urban N.N., Lewis D.A., Barrionuevo G. Dopamine increases excitability of pyramidal neurons in primate prefrontal cortex. Journal of Neurophysiology 2000, 84:2799-2809.
15. Jansen B.H., Rit V.G. Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns. Biological Cybernetics 1995, 73:357-366.
16. Jansen B.H., Zouridakias G., Brandt M.E. A neurophysiologically-based mathematical model of flash visual evoked potentials. Biological Cybernetics 1992, 68:275-283.
17. Jones E.G. The thalamus 2007, Cambridge University Press, Cambridge, UK. 2nd ed.
18. Kandel E.R., Schwartz J.H., Jessell T.M. Principles of neural science 2000, McGraw-Hill, New York. 4th ed.
19. Liu X.B., Jones E.G. Predominance of corticothalamic synaptic inputs to thalamic reticular nucleus neurons in rats. Journal of Comparative Neurology 1999, 414:67-79.
20. Liu X.B., Warren R.A., Jones E.G. Synaptic distribution of afferents from reticular nucleus in ventroposterior nucleus of cat thalamus. Journal of Comparative Neurology 1995, 352:187-202.
21. Lopez da Silva F.H., Hoeks A., Smits H., Zetterberg L.H. Model of brain rhythmic activity: the alpha rhythm of the thalamus. Kybernetik 1974, 15:27-37.
22. Lopes da Silva F.H., van Rotterdam A., Barts P., van Heusden E., Burr W. Model of neuronal populations: the basic mechanism of rhythmicity. Progress in Brain Research 1976, 45:281-308.
23. Mayer A.R., Hanlon F.M., Franco A.R., Teshiba T.M., Thoma R.J., Clark V.P., Canive J.M. The neural networks underlying auditory sensory gating. NeuroImage 2009, 44:182-189.
24. Moxon K.A., Gerhardt G.A., Adler L.E. Dopaminergic modulation of the P50 auditory-evoked potential in a computer model of the CA3 region of the hippocampus: its relationship to sensory gating. Biological Cybernetics 2003, 88:265-275.
25. Moxon K.A., Gerhardt G.A., Gulinello M., Adler L.E. Inhibitory control of sensory gating in a computer model of the CA3 region of the hippocampus. Biological Cybernetics 2003, 88:247-264.
26. van Rotterdam A., Lopes da Silva F.H., van den Ende J., Viergever M.A., Hermans A.J. A model of the spatial-temporal characteristics of the alpha rhythm. Society for Mathematical Biology 1982, 44:283-305.
27. Shu Y.S., McCormich D.A. Inhibitory interactions between ferret thalamic reticular neurons. Journal of Neurophysiology 2002, 87:2571-2576.
28. Takahashi H., Higuchi M., Suhara T. The role of extrastriatal dopamine D2 receptors in schizophrenia. Biological Psychiatry 2006, 59:919-928.
29. Ulrich D., Huguenard J.R. GABA(A)-receptor-mediated rebound burst firing and burst shunting in thalamus. Journal of Neurophysiology 1997, 78:1748-1751.
30. Zhang S.J., Huguenard J.R., Prince D.A. GABA(A)-receptor-mediated Cl- currents in rat thalamic reticular and relay neurons. Journal of Neurophysiology 1997, 78:2280-2286.