Fast coding of orientation in primary visual cortex

PLoS Computational Biology

Volumn 8, Issue 6, 2012, Pages

  Shriki, Oren ^a,b   Kohn, Adam ^c   Shamir, Maoz ^a  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

^b NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

^c ALBERT EINSTEIN COLLEGE OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CELLS; POPULATION STATISTICS; TUNING;

FAST CODING; FASTEST DECISIONS; NEURONAL POPULATIONS; NEURONAL RESPONSE; PRIMARY VISUAL CORTEX; READOUT MECHANISM; SENSORY INFORMATION; SIMPLE++; TIME-SCALES; VISUAL SYSTEMS;

NEURONS;

ACCURACY; AMPLITUDE MODULATION; ANIMAL CELL; ARTICLE; CELL POPULATION; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; EXPERIMENTAL MONKEY; LATENT PERIOD; MENTAL TASK; NONHUMAN; POPULATION SIZE; QUANTITATIVE ANALYSIS; SIGNAL TRANSDUCTION; SPIKE WAVE; TASK PERFORMANCE; VISION; VISUAL CORTEX; VISUAL DISCRIMINATION; VISUAL ORIENTATION; VISUAL STIMULATION; ACTION POTENTIAL; ANIMAL; BIOLOGICAL MODEL; BIOLOGY; CYTOLOGY; EVOKED VISUAL RESPONSE; HUMAN; MACACA FASCICULARIS; NERVE CELL; ORIENTATION; PHOTOSTIMULATION; PHYSIOLOGY; TIME;

ANIMALIA;

ACTION POTENTIALS; ANIMALS; COMPUTATIONAL BIOLOGY; EVOKED POTENTIALS, VISUAL; HUMANS; MACACA FASCICULARIS; MODELS, NEUROLOGICAL; NEURONS; ORIENTATION; PHOTIC STIMULATION; TIME FACTORS; VISUAL CORTEX;

EID: 84864042208     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1002536     Document Type: Article

References (51)

1. Hubel DH, Wiesel TN, (1968) Receptive fields and functional architecture of monkey striate cortex. J Physiol 195: 215-243.
2. Zohary E, Shadlen MN, Newsome WT, (1994) Correlated Neuronal Discharge Rate and its Implications for Psychophysical Performance. Nature 370: 140-143.
3. Sompolinsky H, Yoon H, Kang KJ, Shamir M, (2001) Population coding in neuronal systems with correlated noise. Phys Rev E 64: 051904.
4. Averbeck BB, Latham PE, Pouget A, (2006) Neural correlations, population coding and computation. Nat Rev Neurosci 7: 358-366.
5. Georgopoulos AP, Kalaska JF, Caminiti R, Massey JT, (1982) On the Relations between the Direction of Two-dimensional Arm Movements and Cell Discharge in Primate Motor Cortex. J Neurosci 2: 1527-1537.
6. Antal A, Keri S, Kovacs G, Janka Z, Benedek G, (2000) Early and late components of visual categorization: an event-related potential study. Cogn Brain Res 9: 117-119.
7. Thorpe S, Fize D, Marlot C, (1996) Speed of processing in the human visual system. Nature 381: 520-522.
8. Potter MC, (1976) Short-term Conceptual Memory for Pictures. J Exp Psychol Hum Learn 2: 509-522.
9. Potter MC, Levy EI, (1969) Recognition Memory for a Rapid Sequence of Pictures. J Exp Psychol 81: 10-5.
10. Liu HS, Agam Y, Madsen JR, Kreiman G, (2009) Timing, Timing, Timing: Fast Decoding of Object Information from Intracranial Field Potentials in Human Visual Cortex. Neuron 62: 281-290.
11. Eimer M, Holmes A, (2007) Event-related brain potential correlates of emotional face processing. Neuropsychologia 45: 15-31.
12. Kirchner H, Barbeau EJ, Thorpe SJ, Regis J, Liegeois-Chauvel C, (2009) Ultra-Rapid Sensory Responses in the Human Frontal Eye Field Region. J Neurosci 29: 7599-7606.
13. Fabre-Thorpe M, Richard G, Thorpe SJ, (1998) Rapid categorization of natural images by rhesus monkeys. Neuroreport 9: 303-308.
14. Roelfsema PR, Tolboom M, Khayat PS, (2007) Different processing phases for features, figures, and selective attention in the primary visual cortex. Neuron 56: 785-792.
15. Stanford TR, Shankar S, Massoglia DP, Costello MG, Salinas E, (2010) Perceptual decision making in less than 30 milliseconds. Nat Neurosci 13: 379-385.
16. Chait M, Poeppel D, de Cheveigne A, Simon JZ, (2005) Human auditory cortical processing of changes in interaural correlation. J Neurosci 25: 8518-8527.
17. Murray MM, Camen C, Andino SLG, Bovet P, Clarke S, (2006) Rapid brain discrimination of sounds of objects. J Neurosci 26: 1293-1302.
18. Johansson RS, Birznieks I, (2004) First spikes in ensembles of human tactile afferents code complex spatial fingertip events. Nat Neurosci 7: 170-177.
19. VanRullen R, Guyonneau R, Thorpe SJ, (2005) Spike times make sense. Trends Neurosci 28: 1-4.
20. Hochstein S, Ahissar M, (2002) View from the top: hierarchies and reverse hierarchies in the visual system. Neuron 36: 791-804.
21. Van Rullen R, Thorpe SJ, (2001) Rate coding versus temporal order coding: What the retinal ganglion cells tell the visual cortex. Neural Comput 13: 1255-1283.
22. Brugge JF, Reale RA, Hind JE, (1996) The structure of spatial receptive fields of neurons in primary auditory cortex of the cat. J Neurosci 16: 4420-4437.
23. Brugge JF, Reale RA, Jenison RL, Schnupp J, (2000) Auditory cortical spatial receptive fields. Audiol Neurootol 6: 173-177.
24. Chase SM, Young ED, (2007) First-spike latency information in single neurons increases when referenced to population onset. Proc Natl Acad Sci U S A 104: 5175-5180.
25. Furukawa S, Middlebrooks JC, (2002) Cortical representation of auditory space: Information-bearing features of spike patterns. J Neurophysiol 87: 1749-1762.
26. Gawne TJ, Kjaer TW, Richmond BJ, (1996) Latency: another potential code for feature binding in striate cortex. J Neurophysiol 76: 1356-1360.
27. Gollisch T, Meister M, (2008) Rapid neural coding in the retina with relative spike latencies. Science 319: 1108-1111.
28. Nelken I, Chechik G, Mrsic-Flogel TD, King AJ, Schnupp JWH, (2005) Encoding stimulus information by spike numbers and mean response time in primary auditory cortex. J Comput Neurosci 19: 199-221.
29. Osborne LC, Bialek W, Lisberger SG, (2004) Time course of information about motion direction in visual area MT of macaque monkeys. J Neurosci 24: 3210-3222.
30. Thorpe S, Delorme A, Van Rullen R, (2001) Spike-based strategies for rapid processing. Neural Netw 14: 715-725.
31. Reich DS, Mechler F, Victor JD, (2001) Temporal coding of contrast in primary visual cortex: when, what, and why. J Neurophysiol 85: 1039-1050.
32. Celebrini S, Thorpe S, Trotter Y, Imbert M, (1993) Dynamics of orientation coding in area V1 of the awake primate. Vis Neurosci 10: 811-825.
33. Panzeri S, Diamond ME, (2010) Information carried by population spike times in the whisker sensory cortex can be decoded without knowledge of stimulus time. Front Synaptic Neurosci 2: 17.
34. Shamir M, (2009) The temporal winner-take-all readout. PLoS Comput Biol 5: e1000286.
35. Ringach DL, Shapley RM, Hawken MJ, (2002) Orientation selectivity in macaque V1: diversity and laminar dependence. J neurosci 22: 5639.
36. Crapse TB, Sommer MA, (2008) Corollary discharge circuits in the primate brain. Curr Opin Neurobiol 18: 552-557.
37. Hirsch JA, Martinez LM, Pillai C, Alonso JM, Wang Q, et al. (2003) Functionally distinct inhibitory neurons at the first stage of visual cortical processing. Nat Neurosci 6: 1300-1308.
38. Kerlin AM, Andermann ML, Berezovskii VK, Reid RC, (2010) Broadly tuned response properties of diverse inhibitory neuron subtypes in mouse visual cortex. Neuron 67: 858-871.
39. Lee J, Kim HR, Lee C, (2010) Trial-to-trial variability of spike response of V1 and saccadic response time. J Neurophysiol 104: 2556-2572.
40. Mazurek ME, Roitman JD, Ditterich J, Shadlen MN, (2003) A role for neural integrators in perceptual decision making. Cereb Cortex 13: 1257-1269.
41. Salzman CD, Newsome WT, (1994) Neural Mechanisms for Forming a Perceptual Decision. Science 264: 231-237.
42. Moldakarimov S, Rollenhagen JE, Olson CR, Chow CC, (2005) Competitive dynamics in cortical responses to visual stimuli. J Neurophysiol 94: 3388-3396.
43. Sheliga BM, FitzGibbon EJ, Miles FA, (2007) Human vergence eye movements initiated by competing disparities: evidence for a winner-take-all mechanism. Vision Res 47: 479-500.
44. Amari S, Arbib MA, (1977) Competition and Cooperation in Neural Nets. In: Metzler J, editors. Systems Neuroscience New York Academic Press pp. 119-165.
45. Xie XH, Hahnloser RHR, Seung HS, (2002) Selectively grouping neurons in recurrent networks of lateral inhibition. Neural Comput 14: 2627-2646.
46. Shahaf G, Eytan D, Gal A, Kermany E, Lyakhov V, et al. (2008) Order-Based Representation in Random Networks of Cortical Neurons. PLoS Comput Biol 4: e1000228.
47. Abeles M, (1991) Corticonics: Neural Circuits of the Cerebral Cortex New-York Cambridge University Press.
48. Zohar O, Shackleton TM, Nelken I, Palmer AR, Shamir M, (2011) First Spike Latency Code for Interaural Phase Difference Discrimination in the Guinea Pig Inferior Colliculus. J Neurosci 31: 9192-9204.
49. Smith MA, Kohn A, (2008) Spatial and Temporal Scales of Neuronal Correlation in Primary Visual Cortex. J Neurosci 28: 12591-12603.
50. Kelly RC, Smith MA, Samonds JM, Kohn A, Bonds AB, et al. (2007) Comparison of recordings from microelectrode arrays and single electrodes in the visual cortex. J Neurosci 27: 261-264.
51. Rousche PJ, Normann RA, (1992) A Method for Pneumatically Inserting an Array of Penetrating Electrodes into Cortical Tissue. Ann Biomed Eng 20: 413-422.