A spiking neuron model of cortical correlates of sensorineural hearing loss: Spontaneous firing, synchrony, and tinnitus

Neural Computation

Volumn 18, Issue 12, 2006, Pages 2942-2958

  Dominguez, Melissa ^a   Becker, Suzanna ^a   Bruce, Ian ^a   Read, Heather ^b  

^a MCMASTER UNIVERSITY   (Canada)

^b UNIVERSITY OF CONNECTICUT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUDITORY CORTEX; AUDITORY STIMULATION; COMPARATIVE STUDY; CORTICAL SYNCHRONIZATION; HUMAN; NERVE CELL; PATHOLOGY; PATHOPHYSIOLOGY; PERCEPTION DEAFNESS; PHYSIOLOGY; TINNITUS;

ACOUSTIC STIMULATION; ACTION POTENTIALS; AUDITORY CORTEX; CORTICAL SYNCHRONIZATION; HEARING LOSS, SENSORINEURAL; HUMANS; NEURAL NETWORKS (COMPUTER); NEURONS; TINNITUS;

EID: 33845344363     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2006.18.12.2942     Document Type: Article

References (37)

1. Bednar, J., & Miikkulainen, R. (2003). Self-organization of spatiotemporal receptive fields and laterally connected direction and orientation maps. Neurocomputing, 52, 473-180.
2. Bruce, I., Bajaj, H., & Ko, J. (2003). Lateral-inhibitory-network models of tinnitus. In Proceedings of the. 5th IFAC Symposium on Modelling and Control in Biomedical Systems, (pp. 359-363). Dordrecht: Elsevier.
3. Chen, G., & Jastreboff, P. (1995). Salicylate-induced abnormal activity in the inferior colliculus of rats. Hearing Research, 82, 158-178.
4. Chino, Y., Kaas, J. H., Smith, E. L. III, Langston, A., & Cheng, H. (1992). Rapid reorganization of cortical maps in adult cats following restricted deafferentation in retina. Vision Research, 32(5), 789-796.
5. de Venecia, R., & McMullen, N. (1994). Single thalamocortical axons diverge to multiple patches in neonatal auditory cortex. Developmental Brain Research, 81, 135-142.
6. Eggermont, J. (2003). Central tinnitus. Auris Nasus Larynx, 30, 7-12.
7. Eggermont, J., & Komiya, H. (2000). Moderate noise trauma in juvenile cats results in profound cortical topographic map changes in adulthood. Hearing Research, 141, 89-101.
8. Gerken, G. (1996). Central tinnitus and lateral inhibition: An auditory brainstem model. Hearing Research, 97, 75-83.
9. Gerstner, W., & Kistler, W. (2002). Spiking neuron models: Single neurons, populations, plasticity. Cambridge: Cambridge University Press.
10. Ivanco, T. (1997). Activity dependent plasticity in pathways between subcortical and cortical sites. Unpublished doctoral dissertation, McMaster University.
11. Jenison, R. (1997). Modeling sensorinerual hearing loss. Mahwah, NJ: Erlbaum.
12. Kilgard, M., & Merzenich, M. (1998). Cortical map reorganization enabled by nucleus basalis activity. Science, 279(5357), 1714-1718.
13. Langner, C., Sams, M., Heil, P., & Schulze, H. (1997). Frequency and periodicity are represented in orthogonal maps in the human auditory cortex: Evidence from magnetoencephalography. J. Com. Physiol. A., 181, 1714-1718.
14. Menning, H., Roberts, L., & Pantev, C. (2000). Plastic changes in the human auditory cortex induced by intensive discrimination training. NeuroReport, 11(4), 817-822.
15. Mercado, E. III, Myers, C., and Cluck, M. (2001). A computational model of mechanisms controlling experience-dependent reorganization of representational maps in auditory cortex. Cognitive, Affective, and Behavioral Neuroscience, 1(1), 37-55.
16. Miller, L., Escabi, M., Read, H., & Schreiner, C. (2001). Functional convergence of response properties in the auditory thalamocortical system. Neuron, 32(1), 151-160.
17. Miller, L., Escabi, M., & Schreiner, C. (2001). Feature selectivity and interneuronal cooperation in the thalamocortical system. Journal of Neuroscience, 21(20), 8136-8144.
18. Mossop, J., Wilson, M., Caspary, D., & Moore, D. (2000). Down-regulation of inhibition following unilateral deafening. Hearing Research, 147(1-2), 183-187.
19. Norena, A., & Eggermont, J. (2003). Changes in spontaneous neural activity immediately after an acoustic trauma: Implications for neural correlates of tinnitus. Hearing Research, 183, 137-153.
20. Norena, A., Micheyl, C., Chery-Croze, S., & Collet, L. (2002). Psychoacoustic characterization of the tinnitus spectrum: Implications for the underlying mechanisms of tinnitus. Audiology and Neuro-Otology, 7(6), 358-369.
21. Norena, A., Tomita, M., & Eggermont, J. (2003). Neural changes in cat auditory cortex after a transient pure-tone trauma, Journal of Neurophysiology, 90(4), 2387-2401.
22. Pantev, C., Oostenveld, R., Engelien, A., Ross, B., Roberts, L., & Hoke, M. (1998). Increased auditory cortical representation in musicians. Nature, 392(6678), 811-814.
23. Pantev, C., Roberts, L., Schulz, M., Engelien, A., & Ross, B. (2001). Timber-specific enhancement of auditory cortical representations in musicians. Cognitive Neuroscience and Neuropsychology, 12(1), 169-174.
24. Rajan, R. (1998). Receptor organ damage causes loss of cortical surround inhibition without topographic map plasticity. Nature Neuroscience, 1, 138-143.
25. Rajan, R., & Irvine, D. (1998). Absence of plasticity of the frequency map in dorsal cochlear nucleus of adult cats after unilateral partial cochlear lesions, Journal of Computational Neurology, 399(1), 35-46.
26. Rauschecker, J. P. (1999). Auditory cortical plasticity: A comparison with other sensory systems. Trends in Neuroscience, 22, 74-80.
27. Read, H., Winer, J., & Schriener, C. (2001). Modular organization of intrinsic connections associated with spectral tuning in cat auditory cortex. Proceedings of the National Academy of Science, 98(14), 8042-8047.
28. Read, H., Winer, J., & Schriener, C. (2002). Functional architecture of the auditory cortex. Current Opinion in Neurobiology, 22(4), 433-440.
29. Seki, S., & Eggermont, J. (2003). Changes in spontaneous firing rate and neural synchrony in cat primary auditory cortex after localized tone-induced hearing loss. Hearing Research, 180, 28-38.
30. Shamma, S., & Versnal, H. (1995). Ripple analysis in ferret primary auditory cortex (Tech. Rep. No. 95-18). College Park, MD: Institute for Systems Research, University of Maryland.
31. Snyder, R., Sinex, D., McGee, J., & Walsh, E. (2000). Acute spiral ganglion lesions change the tuning and tonotopic organization of cat inferior colliculus neurons. Hearing Research, 147(1-2), 200-220.
32. Velenovsky, D., Cetas, J., Price, R., Sinex, D., & McMullen, N. (2003). Functional subregions in primary auditory cortex denned by thalamocortical terminal arbors: An electrophysiological and anterograde labeling study, Journal of Neuroscience, 23(1), 308-316.
33. Wierenga, C., Ibata, K., & Turrigiano, G. (2005). Postsynaptic expression of homeostatic plasticity at neocortical synapses, Journal of Neuroscience, 25(11), 2895-2905.
34. Wilson, H. (1999). Spikes, decisions and actions: Dynamical foundations of neuroscience. New York: Oxford University Press.
35. Wilson, H., Blake, R., & Lee, S.-H. (2001). Dynamics of travelling waves in visual perception. Nature, 422(30), 907-910.
36. Wilson, H., & Cowan, J. (1972). Excitatory and inhibitory interactions in localized populations of model neurons. Biophysical Journal, 12, 1-24.
37. Wilson, H., & Cowan, J. (1973). A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetic, 13, 55-80.