Equivalence of a Sprouting-and-Retraction Model and Correlation-Based Plasticity Models of Neural Development

Neural Computation

Volumn 10, Issue 3, 1998, Pages 529-547

  Miller, Kenneth D ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; BIOLOGICAL MODEL; COMPARATIVE STUDY; DEPTH PERCEPTION; ENERGY METABOLISM; GROWTH, DEVELOPMENT AND AGING; NERVE CELL PLASTICITY; NERVE FIBER; NERVOUS TISSUE; PHYSIOLOGY; REVIEW; STATISTICAL MODEL; SYNAPSE;

ANIMALS; AXONS; ENERGY METABOLISM; LINEAR MODELS; MODELS, NEUROLOGICAL; NERVE TISSUE; NEURONAL PLASTICITY; SYNAPSES; VISION DISPARITY;

EID: 0032037605     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976698300017647     Document Type: Article

References (56)

1. Antonini, A., & Stryker, M. P. (1993a). Development of individual geniculocortical arbors in cat striate cortex and effects of binocular impulse blockade. J. Neurosci., 13, 3549-3573.
2. Antonini, A., & Stryker, M. P. (1993b). Rapid remodeling of axonal arbors in the visual cortex. Science, 260, 1819-1821.
3. Antonini, A., & Stryker, M. P. (1996). Plasticity of geniculocortical afferents following brief or prolonged monocular occlusion in the cat. J. Comp. Neurol., 369, 64-82.
4. Bailce-Gordon, R. J., & Lichtman, J. W. (1993). In vivo observations of pre-and postsynaptic changes during the transition from multiple to single innervation at developing neuromuscular junctions. J. Neurosci., 13, 834-855.
5. Balice-Gordon, R. J., & Lichtman, J. W. (1995). Long-term synapse loss induced by focal blockade of postsynaptic receptors. Nature, 372, 519-524.
6. Bonhoeffer, T. (1996). Neurotrophins and activity-dependent development of the neocortex. Curr. Opin. Neurobiol., 6, 119-126.
7. Bourgeois, J.-P., Jastreboff, P. J., & Rakic, P. (1989). Synaptogenesis in visual cortex of normal and preterm monkeys: Evidence for intrinsic regulation of synaptic overproduction. Proc. Natl. Acad. Sci. USA, 86, 4297-4301.
8. Cabelli, R. J., Hohn, A., & Shatz, C. J. (1995). Inhibition of ocular dominance column formation by infusion of NT-4/5 or BDNF. Science, 267, 1662-1666.
9. Colbert, C. M., Fall, C. P., & Levy, W. B. (1994). Using adaptive synaptogenesis to model the development of ocular dominance in kitten visual cortex. In F. H. Eeckman (Ed.), Computation in neurons and neural systems (pp. 139-144). Boston: Kluwer.
10. Colman, H., Nabekura, J., & Lichtman, J. W. (1997). Alterations in synaptic strength preceding axon withdrawal. Science, 275, 356-361.
11. Constantine-Paton, M., Cline, H. T., & Debski, E. (1990). Patterned activity, synaptic convergence and the NMDA receptor in developing visual pathways. Ann. Rev. Neurosci., 13, 129-154.
12. Cragg, B. G. (1975). The development of synapses in the visual system of the cat. J. Comp. Neurol., 160, 147-166.
13. Darian-Smith, C., & Gilbert, C. D. (1994). Axonal sprouting accompanies functional reorganization in adult cat striate cortex. Nature, 368, 737-740.
14. Debski, E. A., Cline, H. T., & Constantine-Paton, M. (1990). Activity-dependent tuning and the NMDA receptor. J. Neurobiol., 21, 18-32.
15. Elliott, T., Howarth, C. I., & Shadbolt, N. R. (1996a). Axonal processes and neural plasticity. I: Ocular dominance columns. Cerebral Cortex, 6, 781-788.
16. Elliott, T., Howarth, C. I., & Shadbolt, N. R. (1996b). Axonal processes and neural plasticity. II: Adult somatosensory maps. Cerebral Cortex, 6, 789-793.
17. Figurov, A., Pozzo-Miller, L. D., Olafsson, P., Wang, T., & Lu, B. (1996). Regulation of synaptic responses to high-frequency stimulation and LTP by neurotrophins in the hippocampus. Nature, 381, 706-709.
18. Fiorentini, A., Berardi, N., & Maffei, L. (1995). Nerve growth factor preserves behavioral visual acuity in monocularly deprived kittens. Vis. Neurosci., 12, 51-55.
19. Eraser, S. E., & Perkel, D. H. (1990). Competitive and positional cues in the patterning of nerve connections. J. Neurobiol., 21, 51-72.
20. Guillery, R. W. (1972). Binocular competition in the control of geniculate cell growth. J. Comp. Neurol., 144, 117-130.
21. Hayes, W. P., & Meyer, R. L. (1989). Impulse blockade by intraocular tetrodoxin during optic regeneration in goldfish: HRP-EM evidence that the formation of normal numbers of optic synapses and the elimination of exuberant optic fibers is activity independent. J. Neurosci., 9, 1414-1423.
22. Hensch, T. K., Crair, M. C., Ruthazer, E. S., Fagiolini, M., Gillespie, D. C., & Stryker, M. P. (1995). Robust two-day ocular dominance plasticity revealed by single-unit recording and intrinsic signal imaging of kitten area 17. Soc. Neuro. Abs., 21, 2023.
23. Herrera, A., & Grinnell, A. (1980). Transmitter release from frog motor nerve terminals depends on motor unit size. Nature, 287, 649-651.
24. Herrera, A., & Grinnell, A. (1981). Contralateral denervation causes enhanced transmitter release from frog motor nerve terminals. Nature, 291, 495-497.
25. Jackson, H., & Parks, T. (1982). Functional synapse elimination in the developing avian cochlear nucleus with simultaneous reduction in cochlear nerve axon branching. J. Neurosci., 2, 1736-1743.
26. Kaas, J. H. (1991). Plasticity of sensory and motor maps in adult mammals. Ann. Rev. Neurosci., 14, 137-167.
27. Kang, H., & Schuman, E. M. (1995). Long-lasting neurotrophin-induced enhancement of synaptic transmission in the adult hippocampus. Science, 267, 1658-1662.
28. Katz, L. C., & Constantine-Paton, M. (1988). Relationships between segregated afferents and postsynaptic neurons in the optic tectum of three-eyed frogs. J. Neurosci., 8, 3160-3180.
29. Katz, L. C., Gilbert, C. D., & Wiesel, T. N. (1989). Local circuits and ocular dominance columns in monkey striate cortex. J. Neurosci., 9, 1389-1399.
30. Korte, M., Carroll, P., Wolf, E., Brem, G., Thoenen, H., & Bonhoeffer, T. (1995). Hippocampal long-term potentiation is impaired in mice lacking brain-derived neurotrophic factor. Proc. Natl. Acad. Sci. USA, 92, 8856-8860.
31. Kossel, A., Löwel, S., & Bolz, J. (1995). Relationships between dendritic fields and functional architecture in striate cortex of normal and visually deprived cats. J. Neurosci., 15, 3913-3926.
32. LeVay, S., Stryker, M. P., & Shatz, C. J. (1978). Ocular dominance columns and their development in layer IV of the cat's visual cortex: A quantitative study. J. Comp. Neurol., 179, 223-244.
33. Liu, G., & Tsien, R. W. (1995). Properties of synaptic transmission at single hippocampal synaptic boutons. Nature, 375, 404-408.
34. Lo, Y.-J., & Poo, M.-M. (1991). Activity-dependent synaptic competition in vitro: Heterosynaptic suppression of developing synapses. Science, 254, 1019-1022.
35. MacKay, D. J. C., & Miller, K. D. (1990). Analysis of Linsker's applications of Hebbian rules to linear networks. Network, 1, 257-298.
36. McAllister, A. K., Lo, D. C., & Katz, L. C. (1995). Neurotrophins regulate dendritic growth in developing visual cortex. Neuron, 15, 791-803.
37. Miller, K. D. (1990a). Correlation-based models of neural development. In M. A. Gluck & D. E. Rumelhart (Eds.), Neuroscience and connectionist theory (pp. 267-353). Hillsdale, NJ: Erlbaum.
38. Miller, K. D. (1990b). Derivation of linear Hebbian equations from a nonlinear Hebbian model of synaptic plasticity. Neural Comput., 2, 321-333.
39. Miller, K. D. (1994). A model for the development of simple cell receptive fields and the ordered arrangement of orientation columns through activity-dependent competition between ON-and OFF-center inputs. J. Neurosci., 14, 409-441.
40. Miller, K. D. (1996a). Receptive fields and maps in the visual cortex: Models of ocular dominance and orientation columns. In E. Domany, J. L. van Hemmen, & K. Schulten (Eds.), Models of neural networks III (pp. 55-78). New York: Springer-Verlag. Available as ftp://ftp.keck.ucsf.edu/pub/ken/miller95.ps.
41. Miller, K. D. (1996b). Synaptic economics: Competition and cooperation in synaptic plasticity. Neuron, 17, 371-374.
42. Miller, K. D. (1997). Simultaneous constraints on pre-and post-synaptic cells: Effects on synaptic saturation [On-line]. Available as ftp://ftp.keck.ucsf.edu/ pub/ken/pre_post.ps.gz.
43. Miller, K. D., Keller, J. B., & Stryker, M. P. (1989). Ocular dominance column development: Analysis and simulation. Science, 245, 605-615.
44. Miller, K. D., & MacKay, D. J. C. (1992). The role of constraints in Hebbian learning (Tech. Rep. Memo 19). Pasadena, CA: California Institute of Technology. Available as ftp://ftp.keck.ucsf.edu/pub/ken/constraints-tr.ps.
45. Miller, K. D., & MacKay, D. J. C. (1994). The role of constraints in Hebbian learning. Neural Comput., 6, 100-126.
46. Miller, K. D., & Stryker, M. P. (1990). The development of ocular dominance columns: Mechanisms and models. In S. J. Hanson & C. R. Olson (Eds.), Connectionist modeling and brain function: The developing interface (pp. 255-350). Cambridge, MA: MIT Press/Bradford.
47. Mioche, L., & Singer, W. (1989). Chronic recordings from single sites of kitten striate cortex during experience-dependent modifications of receptive-field properties. J. Neurophysiology, 62, 185-197.
48. Montague, P. R., Gally, J. A., & Edelman, G. M. (1991). Spatial signaling in the development and function of neural connections. Cereb. Cortex, 1, 199-220.
49. Movshon, J. A., & Van Sluyters, R. C. (1981). Visual neural development. Ann. Rev. Psych., 32, 477-522.
50. Pockett, S., & Slack, J. (1982). Pruning of axonal trees results in increased efficacy of surviving nerve terminals. Brain Res., 243, 350-353.
51. Purves, D., & Lichtman, J. W. (1985). Principles of neural development. Sunderland, MA: Sinauer Associates.
52. Thoenen, H. (1995). Neurotrophins and neuronal plasticity. Science, 270, 593-598.
53. van Kampen, N. G. (1992). Stochastic processes in physics and chemistry (2nd Ed.). Amsterdam: North-Holland.
54. von der Malsburg, C. (1979). Development of ocularity domains and growth behavior of axon terminals. Biol. Cyber., 32, 49-62.
55. Weiler, I. J., Hawrylak, N., & Greenough, W. T. (1995). Morphogenesis in memory formation: synaptic and cellular mechanisms. Behav. Brain Res., 66, 1-6.
56. Wiesel, T. N., & Hubel, D. H. (1965). Comparison of the effects of unilateral and bilateral eye closure on cortical unit responses in kittens. J. Neurophysiol., 28, 1029-1040.