Tunable retina encoders for retina implants: Why and how

Journal of Neural Engineering

Volumn 2, Issue 1, 2005, Pages

  Eckmiller, Rolf ^a   Neumann, Dirk ^a   Baruth, Oliver ^a  

^a UNIVERSITY OF BONN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CELLS; INTERFACES (MATERIALS); OPTIMIZATION; PROSTHETICS;

RETINA IMPLANTS; RETINA MODULE (RM); SPATIO-TEMPORAL (ST) FILTERS; VISUAL SYSTEM MODULE (VM);

NEUROLOGY;

ALGORITHM; AMBIGUITY; CONFERENCE PAPER; EYE FIXATION; IMPLANT; INFORMATION PROCESSING; PRIORITY JOURNAL; RETINA; RETINA GANGLION CELL; RETINA IMAGE; RETINA IMPLANT; SIGNAL TRANSDUCTION; SIMULATION; VISION; VISUAL DISCRIMINATION; VISUAL SYSTEM; ACTION POTENTIAL; ANIMAL; ARTICLE; BIOLOGICAL MODEL; COMPARATIVE STUDY; COMPUTER SIMULATION; ELECTROSTIMULATION; ELECTROSTIMULATION THERAPY; HUMAN; METHODOLOGY; NERVE CELL NETWORK; PATHOPHYSIOLOGY; PATTERN RECOGNITION; PHOTORECEPTOR; PHOTOSTIMULATION; PHYSIOLOGY; PROSTHESES AND ORTHOSES; RETINA DEGENERATION; VISUAL CORTEX;

PRIMATES;

ACTION POTENTIALS; ANIMALS; COMPUTER SIMULATION; ELECTRIC STIMULATION; ELECTRIC STIMULATION THERAPY; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; PATTERN RECOGNITION, PHYSIOLOGICAL; PHOTIC STIMULATION; PHOTORECEPTORS; PROSTHESES AND IMPLANTS; RETINAL DEGENERATION; VISUAL CORTEX; VISUAL PERCEPTION;

EID: 22044457718     PISSN: 17412560     EISSN: None     Source Type: Journal    
DOI: 10.1088/1741-2560/2/1/011     Document Type: Conference Paper

References (56)

1. Ahissar E and Arieli A 2001 Figuring space by time Neuron 32 185-201
2. Andrews T J and Schluppeck D 2000 Ambiguity in the perception of moving stimuli is resolved in favour of the cardinal axes Vis. Res. 40 3485-93
3. Averill H L and Weymouth F W 1925 Visual perception and the retinal mosaic J. Comp. Psychol. 5 147-76
4. Baruth O, Eckmiller R and Neumann D 2003 Retina encoder tuning and data encryption for learning retina implants Proc. IJCNN 1 1249-52
5. Chalupa L M and Werner J S 2004 The Visual Neurosciences vol 1+2 (Cambridge, MA: MIT Press)
6. Chichilnisky E J and Kalmar R S 2003 Temporal resolution of ensemble visual motion signals in primate retina J. Neurosci. 23 6681-9
7. Coppola D and Purves D 1996 The extraordinarily rapid disappearance of entoptic images Proc. Natl Acad. Sci. 93 8001-4
8. Cuenca N, Pinilla I, Sauve Y, Lu B, Wang S and Lund R D 2004 Regressive and reactive changes in the connectivity patterns of rod and cone pathways of P23H transgenic rat retina Neuroscience 127 301-17
9. Curcio C A, Sloan K R, Kalina R E and Hendrickson A E 1990 Human photoreceptor topography J. Comp. Neurol. 292 497-523
10. Dacey D M and Peterson M R 1992 Dendritic field size and morphology of midget and parasol ganglion cells of the human retina Proc. Natl Acad. Sci. 89 9666-70
11. Eckmiller R 1975 Electronic simulation of the vertebrate retina IEEE Trans. Biomed. Eng. 22 305-11
12. Eckmiller R 1983 Neural control of foveal pursuit versus saccadic eye movements in primates - single unit data and models IEEE Trans. Syst. Man Cybern. 13 980-9
13. Eckmiller R 1987 Neural control of pursuit eye movements Physiol. Rev. 67 797-857
14. Eckmiller R 1997 Learning retina implants with epiretinal contacts Ophthalmic Res. 29 281-9
15. Eckmiller R 2002 Adaptive sensory-motor encoder for visual or acoustic prosthesis US Patent 6,400,989
16. Eckmiller R, Hornig R, Gerding H, Dapper M and Böhm H 2001 Test technology for retina implants in primates ARVO Invest. Ophthalmol. Vis. Sci. 41 Abstract 942
17. Eckmiller R, Hornig R, Ortmann V and Gerding H 2002 Test technology for acute clinical trials of retina implants ARVO Invest. Ophthalmol. Vis. Sci. 43 Abstract 2848
18. Eckmiller R, Hünermann R and Becker M 1999 Exploration of a dialog-based tunable retina encoder for retina implants Neurocomputing 26-27 1005-11
19. Eckmiller R, Neumann D and Baruth O 2004 Specification of single ganglion cell stimulation codes for retina implants ARVO Invest. Ophthalmol. Vis. Sci. 45 Abstract 3401
20. Engbert R and Kliegl R 2003 Microsaccades uncover the orientation of covert attention Vis. Res. 43 1035-45
21. Haykin S 1999 Neural Networks - A Comprehensive Foundation 2nd edn (Englewood Cliffs, NJ: Prentice-Hall)
22. Haykin S 2002 Adaptive Filter Theory 4th edn (Englewood Cliffs, NJ: Prentice-Hall)
23. Hering E 1899 Über die Grenzen der Sehschärfe Ber. d. math,-phys. Classe der Königl. Sächs. Ges. der Wissensch. zu Leipzig 51 16-24
24. Humayun M S, Weiland J D, Fujii G Y, Greenberg R, Williamson R, Little J, Mech B, Cimmarusti V, Van Boemel G, Dagnelie G and de Juan E 2003 Visual perception in a blind subject with a chronic microelectronic retinal prosthesis Vis. Res. 43 2573-81
25. Humphreys G W and Bruce V 1989 Visual Cognition: Computational, Experimental, and Neuropsychological Perspectives (London: Lawrence Erlbaum Assoc. Publ.)
26. Jonas J B, Schneider U and Naumann O H 1992 Count and density of human retinal photoreceptors Graefes Arch. Clin. Exp. Ophthal. 230 505-10
27. Jones B W, Watt C B, Frederick J M, Baehr W, Chen C K, Levine E M, Milam A H, LaVail M M and Marc R E 2003 Retina remodeling triggered by photoreceptor degenerations J. Comp. Neurol. 464 1-16
28. Kalouptsidis N 1997 Signal Processing Systems - Theory and Design (New York: Wiley)
29. Kang K, Shapley R M and Sompolinsky H 2004 Information tuning of populations of neurons in primary visual cortex J. Neurosci. 24 3726-35
30. Lee B B, Kremer J and Yeh T 1998 Receptive fields of primate retinal ganglion cells studied with a novel technique Visual Neurosci. 15 161-75
31. Leopold D and Logothetis N K 1998 Microsaccades differentially modulate neural activity in the striate and extrastriate visual cortex Exp. Brain Res. 123 341-5
32. Martinez-Conde S, Macknik S L and Hubel D H 2004 The role of fixational eye movements in visual perception Nature Rev. Neurosci. 5 229-40
33. Matin L 1986 Visual localization and eye movements Handbook of Perception and Human Performance ed K Boff, L Kaufmann and J P Thomas (New York: Wiley) chapter 20-1-20-45
34. Mitchell T M 1997 Machine Learning (New York: McGraw-Hill)
35. Neumann D, Eckmiller R and Baruth O 2004 Specification of multiple ganglion cell stimulation codes for retina implants ARVO Invest. Ophthalmol. Vis. Sci. 45 Abstract 4195
36. Noe A 2004 Action in Perception (Cambridge, MA: MIT Press)
37. Noe A and O'Regan J K 2000 Perception, attention and the grand illusion Psyche 6 6-15
38. O'Regan J K 1992 Solving the 'real' mysteries of visual perception: the world as an outside memory Can. J. Psychol. 46 461-88
39. Purkinje J E 1825 Neue Beiträge zur Kenntnis des Sehens in subjektiver Hinsicht Beobachtungen und Versuche zur Physiologie der Sinne 2 115
40. Quenet B and Horn D 2003 The dynamic neural filter: a binary model of spatiotemporal coding Neural Comput. 15 309-29
41. Rodieck R W and Watanabe M 1993 Survey of the morphology of macaque retinal ganglion cells that project to the pretectum, superior colliculus, and parvicellular laminae of the lateral geniculate nucleus J. Comp. Neurol. 338 289-303
42. Rollenhagen J E and Olson C R 2000 Mirror-image confusion in single neurons of the macaque inferotemporal cortex Science 287 1506-8
43. Rucci M and Desbordes G 2003 Contributions of fixational eye movements to the discrimination of briefly presented stimuli J. Vis. 3 852-64
44. Rucci M, Edelman G M and Wray J 2000 Modeling LGN responses during free-viewing: a possible role of microscopic eye movements in the refinement of cortical orientation selectivity J. Neurosci. 20 4708-20
45. Santos A, Humayun M S, de Juan E J, Greenberg R J, Marsh M J, Klock I B and Milam A H 1997 Preservation of the inner retina in Retinitis Pigmentosa. A morphometric analysis Arch. Ophthalmol. 115 511-5
46. Schneier D 1996 Applied Cryptography (New York: Wiley)
47. Schwefel H-P, Wegener I and Weinert K 2003 Advances in Computational Intelligence, Theory and Practice (Berlin: Springer)
48. Si J, Barto A G, Powell W B and Wunsch II D (ed) 2004 Handbook of Learning and Approximate Dynamic Programming (Piscataway, NJ: IEEE/ New York: Wiley-Interscience)
49. Snodderly D M, Kagan I and Gur M 2001 Selective activation of visual cortex neurons by fixational eye movements: implications lor neural coding Vis. Neurosci. 18 259-77
50. St Cyr G J and Fender D H 1969 The interplay of flicks and drifts in binocular fixation Vis. Res. 9 245-65
51. Stone J V 1998 Object recognition using spatiotemporal signatures Vis. Res. 88 947-51
52. Sun H, Rüttiger L and Lee B B 2004 The spatiotemporal precision of ganglion cell signals: a comparison of physiological and psychophysical performance with moving gratings Vis. Res. 44 19-33
53. Tanter M, Thomas J L and Fink M 2000 Time reversal and the inverse filter J. Acoust. Soc. Am. 108 223-34
54. Thuillard M 2001 Wavelets in Soft Computing (Singapore: World Scientific)
55. Watanabe M and Rodieck R W 1989 Parasol and midget ganglion cells of the primate retina J. Comp. Neurol. 289 434-54
56. Yip P C and Rao K R 2000 The Transform and Data Compression Handbook (Boca Raton, FL: CRC Press)