Encoding and decoding target locations with waves in the turtle visual cortex

IEEE Transactions on Biomedical Engineering

Volumn 52, Issue 4, 2005, Pages 566-577

  Du, Xiuxia ^a   Ghosh, Bijoy K ^a   Ulinski, Philip ^b,c  

^a WASHINGTON UNIVERSITY IN ST LOUIS   (United States)

^b UNIVERSITY OF CHICAGO   (United States)

^c UNIVERSITY OF CHICAGO   (United States)

Author keywords

B space representation; Karhunen Loeve (KL) decomposition; Statistical hypothesis testing; Turtle visual cortex

Indexed keywords

BIOMEDICAL ENGINEERING; DECODING; INFORMATION RETRIEVAL; WHITE NOISE;

EXPANDING DETECTION WINDOW (EDW); SLIDING DETECTION WINDOW (SDW); VISUAL STIMULI ELICIT WAVES; WINDOWING TECHNIQUES;

IMAGE CODING;

ANIMAL EXPERIMENT; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CALCULATION; CONTROLLED STUDY; DEPTH PERCEPTION; EXPANDING DETECTION WINDOW; HYPOTHESIS; INFORMATION PROCESSING; NERVE CONDUCTION; NONHUMAN; PARAMETER; RELIABILITY; SLIDING DETECTION WINDOW; TECHNIQUE; TURTLE; VISUAL CORTEX; VISUAL DISCRIMINATION; VISUAL STIMULATION; WAVEFORM; WHITE NOISE;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; BRAIN MAPPING; COMPUTER SIMULATION; DIAGNOSIS, COMPUTER-ASSISTED; EVOKED POTENTIALS, VISUAL; HUMANS; INFORMATION STORAGE AND RETRIEVAL; MODELS, NEUROLOGICAL; MODELS, STATISTICAL; NERVE NET; NEURONS; SYNAPTIC TRANSMISSION; TURTLES; VISION; VISUAL CORTEX;

EID: 16444369911     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2004.841262     Document Type: Article

References (30)

1. G. B. Ermentrout and D. Kleinfeld, "Traveling electrical waves in cortex: Insights from phase dynamics and speculation on computational role," Neuron., vol. 29, pp. 33-44, Jan. 2001.
2. N. P. Cottaris, "Temporal dynamics of chromatic tuning in macaque primary visual cortex," Nature, vol. 395, pp. 896-900, 1998.
3. D. Sharon and A. Grinvald, "Dynamics and constancy in cortical spatiotemporal patterns of orientation processing," Science, vol. 295, pp. 512-515, 2002.
4. D. Derdikman, R. Hildeheim, E. Ahissar, A. Arieli, and A. Grinvald, "Imaging spatiotemporal dynamics of surround inhibition in the barrels somatosensory cortex," J. Neurosci., vol. 23, pp. 3100-3105, 2003.
5. A. A. Ghazanfar and M. A. L. Nicolelis, "Spatiotemporal properties of layer V neurons of the rat primary somatosensory cortex," Cerebral Cortex, vol. 9, pp. 348-361, 1999.
6. C. C. H. Petersen, A. Grinvald, and B. Sakmann, "Spatiotemporal dynamics of sensory responses in layer 2/3 of rat barrel cortex measured in vivo by voltage-sensitive dye imaging combined with whole-cell voltage recordings and neuron, reconstructions," J. Neurosci., vol. 23, pp. 1298-1309, 2003.
7. H. R. Wilson, R. Blake, and S. H. Lee, "Dynamics of travelling waves in visual perception," Nature, vol. 412, pp. 907-910, 2001.
8. J. C. Prechtl, L. B. Cohen, P. P. Mitra, B. Pesaran, and D. Kleinfeld, "Visual stimuli induce waves of electrical activity in turtle visual cortex," Proc. Nat. Acad. Sci., vol. 94, pp. 7621-7626, 1997.
9. D. M. Senseman, "Correspondence between visually evoked voltage sensitive dye signals and activity recorded in cortical pyramidal cells with intracellular microelectrodes," Vis. Neurosci., vol. 13, pp. 963-977, 1996.
10. D. M. Senseman and K. A. Robbins, "Modal behavior of cortical neural networks during visual processing," J. Neurosci., vol. 19, no. RC3, pp. 1-7, 1999.
11. Z. Nenadic, B. K. Ghosh, and P. Ulinski, "Modeling and estimation problems in the turtle visual cortex," IEEE Trans. Biomed. Eng., vol. 49, no. 8, pp. 753-762, Aug. 2002.
12. H. L. Van Trees, Detection, Estimation, and Modulation Theory. New York: Wiley, 1968, ch. 2, pp. 23-46.
13. A. M. Granada and C. A. Dvorak, "Vision in Turtles: The visual system in vertebrates," in Handbook of Sensory Physiology, F. Crescitelli, Ed, Berlin, Germany: Springer-Verlag, 1977. vol. VII/5, pp. 451-495.
14. Z. Nenadic, B. K. Ghosh, and P. Ulinski, "Propagating waves in visual cortex: A large scale model of turtle visual cortex," J. Computational Neurosci., vol. 14. pp. 161-184, 2003.
15. D. H. Hubel and T. N. Wiesel, "Receptive fields, binocular interaction and functional architecture in the cat's visual cortex," J. Physiol., vol. 160, pp. 106-154, 1962.
16. S. Celebrine, S. Thorpe, Y. Trotter, and M. Imbert, "Dynamics of orientation coding in area V1 of the awake primate," Vis. Neurosci., vol. 5, pp. 811-825, 1993.
17. M. Volgushev, T. R. Vidyasagar, and X. Pei, "Dynamics of the orientation tuning of postsynaptic potentials in the cat visual cortex," Vis. Neurosci., vol. 12, pp. 621-628, 1995.
18. I. A. Shevelev, U. T. Eysel, N. A. Lazareva, and G. A. Sharaev, "The contribution of intracortical inhibition to dynamics of orientation tuning in cat striate cortex neurons," Neurosci., vol. 84, pp. 11-23, 1998.
19. D. C. Gillespie, I. Lampl, J. S. Anderson, and D. Ferster, "Dynamics of the orientation-tuned membrane potential response in eat primary visual cortex," Nature Neurosci., vol. 4, pp. 1014-1019, 2001.
20. C. E. Bredfeldt and D. L. Ringach, "Dynamics of spatial frequency tuning in macaque V1," J. Neurosci., vol. 22, pp. 1976-1984, 2002.
21. G. Felsen, Y.-S. Shen, H. Yao, G. Spor, C. Li, and Y. Dan, "Dynamic modification of cortical orientation tuning mediated by recurrent connections," Neuron., vol. 36, pp. 945-954, 2002.
22. J. A. Mazer, W. E. Vinje, J. McDermott, P. H. Schiller, and J. L. Gallant, "Spatial frequency and orientation tuning dynamics in area V1," Proc. Nat. Acad. Sci., vol. 99, pp. 1645-1650, 2002.
23. D. L. Ringach, M. J. Hawken, and R. Shapley, "Dynamics of orientation tuning in macaque V1: The role of global and tuned suppression," J. Neurophysiol., pp. 342-352, Jul. 2003.
24. D. McLaughlin, R. Shapley, M. Shelley, and D. J. Wielaard, "A neuronal network model of macaque primary visual cortex (V1): Orientation selectivity and dynamics in the input layer 4C?," in Proc. Nat. Acad. Sci., vol. 97, 2000, pp. 8087-8092.
25. M. Pugh, D. L. Ringach, R. Shapley, and M. J. Shelley, "Computational modeling of orientation tuning dynamics in monkey primary visual cortex," J. Comput. Neurosci., vol. 8, pp. 143-159, 2000.
26. D. L. Ringach, C. E. Bredfeldt, R. W. Shapley, and M. J. Hawken, "Suppression of neural responses to nonoptimal stimuli correlates with tuning selectivity in macque V1," J. Neurophysiol. vol. 87, pp. 1018-1027, 2002.
27. X. Du and B. K. Ghosh, "Information-theoretic analysis of turtle cortical waves," in Proc. 42nd IEEE Conf. Decision and Control, 2003, pp. 6423-6428.
28. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
29. W. Gerstner and W. Kistler, Spiking Neuron Models: Single Neurons, Populations, Plasticity. Cambridge, U.K.: Cambridge Univ. Press, 2002.
30. M. Rudolph and A. Destexhe, "Do neocortical pryamidal neurons display stochastic resonance?," J. Comput. Neurosci., vol. 11, pp. 19-42, 2001.