Robust spatial working memory through homeostatic synaptic scaling in heterogeneous cortical networks

Neuron

Volumn 38, Issue 3, 2003, Pages 473-485

  Renart, Alfonso ^a   Song, Pengcheng ^a   Wang, Xiao Jing ^a  

^a BRANDEIS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ANIMAL TISSUE; ARTICLE; BRAIN CORTEX; CELL HETEROGENEITY; CONTROLLED STUDY; FRONTAL CORTEX; HOMEOSTASIS; INFORMATION; NERVE CELL STIMULATION; NONHUMAN; PARAMETER; PREFRONTAL CORTEX; PRIORITY JOURNAL; RAT; RECORDING; SYNAPSE; TUNING CURVE; WORKING MEMORY;

EID: 0037566546     PISSN: 08966273     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0896-6273(03)00255-1     Document Type: Article

References (55)

1. Ben-Yishai R., Lev Bar-Or R., Sompolinsky H. Theory of orientation tuning in visual cortex. Proc. Natl. Acad. Sci. USA. 92:1995;3844-3848.
2. Braitenberg V., Schütz A. Anatomy of the Cortex. 1991;Springer-Verlag, Berlin.
3. Brunel N., Wang X.-J. Effects of neuromodulation in a cortical network model of object working memory dominated by recurrent inhibition. J. Comput. Neurosci. 11:2001;63-85.
4. Burrone J., O'Byrne M., Murthy V.N. Multiple forms of synaptic plasticity triggered by selective suppression of activity in individual neurons. Nature. 420:2002;414-418.
5. Camperi M., Wang X.-J. A model of visuospatial short-term memory in prefrontal cortex. recurrent network and cellular bistability J. Comput. Neurosci. 5:1998;383-405.
6. Chafee M.V., Goldman-Rakic P.S. Neuronal activity in macaque prefrontal area 8a and posterior parietal area 7ip related to memory guided saccades. J. Neurophysiol. 79:1998;2919-2940.
7. Compte A., Brunel N., Goldman-Rakic P.S., Wang X.-J. Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model. Cereb. Cortex. 10:2000;910-923.
8. Constantinidis C., Goldman-Rakic P.S. Correlated discharges among putative pyramidal neurons and interneurons in the primate prefrontal cortex. J. Neurophysiol. 88:2002;3487-3497.
9. Deneve S., Latham P.E., Pouget A. Reading population codes. a neural implementation of ideal observers Nat. Neurosci. 2:1999;740-745.
10. Desai N.S., Rutherford L.C., Turrigiano G.G. Plasticity in the intrinsic excitability of cortical pyramidal neurons. Nat. Neurosci. 2:1999;515-520.
11. Desai N.S., Nelson S.B., Turrigiano G.G. Critical periods for experience-dependent synaptic scaling in visual cortex. Nat. Neurosci. 5:2002;783-789.
12. Egorov A.V., Hamam B.N., Fransen E., Hasselmo M.E., Alonso A.A. Graded persistent activity in entorhinal cortex neurons. Nature. 420:2002;173-178.
13. Funahashi S., Bruce C.J., Goldman-Rakic P.S. Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. J. Neurophysiol. 61:1989;331-349.
14. Georgopoulos A.P., Kalaska J., Caminiti R. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J. Neurosci. 2:1982;1527-1537.
15. Gnadt J.W., Andersen R.A. Memory related motor planning activity in posterior parietal cortex of macaque. Exp. Brain Res. 70:1988;216-220.
16. Goldman-Rakic P.S. Working memory and the mind. Sci. Am. 267:1992;110-117.
17. Kilman V., van Rossum M.C.W., Turigiano G.G. Activity scales inhibitory synaptic strengths by regulating the number of postsynaptic gaba A receptors. J. Neurosci. 15:2002;1328-1337.
18. Koulakov A.A., Raghavachari S., Kepecs A., Lisman J.E. Model for a robust neural integrator. Nat. Neurosci. 5:2002;775-782.
19. Leslie K.R., Nelson S.B., Turrigiano G.G. Postsynaptic depolarization scales quantal amplitude in cortical pyramidal neurons. J. Neurosci. 21:2001;RC170:1-RCRC176.
20. Lisman J.E., Fellous J.-M., Wang X.-J. A role for NMDA-receptor channels in working memory. Nat. Neurosci. 1:1998;273-275.
21. Marder E. From biophysics to models of network function. Annu. Rev. Neurosci. 21:1998;25-45.
22. Mason A., Larkman A. Correlations between morphology and electrophysiology of pyramidal neurons in slices of rat visual cortex. II. electrophysiology. J. Neurosci. 10:1990;1415-1428.
23. McNaughton B.L., Barnes C.A., Gerrard J.L., Gothard K., Jung M.W., Knierim J.J., Kudrimoti H., Quin Y., Skaggs W.E., Suster M., Weaver K.L. Deciphering the hippocampal polyglot. The hippocampus as a path integration system J. Exp. Biol. 199:1996;173-186.
24. Murthy V.N., Schikorski T., Stevens C.F., Zhu Y. Inactivity produces increases in neurotransmitter release and synaptic size. Neuron. 32:2001;673-682.
25. Nieder A., Miller E.K. Coding of cognitive magnitude. compressed scaling of numerical information in the primate prefrontal cortex Neuron. 37:2003;149-157.
26. O'Brien R.J., Kambol S., Ehlers M.D., Rosen K.R., Kischback G.D., Huganir R.L. Activity dependent modulation of synaptic ampa receptor accumulation. Neuron. 21:1998;1067-1078.
27. O'Keefe J., Dostrovsky J. The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely moving rat. Exp. Brain Res. 34:1971;171-175.
28. Ploner C.J., Gaymard B., Rivaud S., Agid Y., Pierrot-Deseilligny C. Temporal limits of spatial working memory in humans. Eur. J. Neurosci. 10:1998;794-797.
29. Rainer G., Assad W.F., Miller E.K. Memory fields of neurons in the primate prefrontal cortex. Proc. Natl. Acad. Sci. USA. 95:1998;15008-15013.
30. Rank J.B. Jr. Head direction cells in the deep cell layer of dorsal presubiculum in freely moving rats. Buzsaki G., Vanderwolf C.H. Electrical Activity of the Archicortex. 1985;Akadémiai Kiadó Budapest. 217-220.pp.
31. Redish A.D., Elga A.N., Touretzky D.S. A coupled attractor model of the rodent head direction system. Network. 7:1996;671-685.
32. Robinson D.A. Integrating with neurons. Annu. Rev. Neurosci. 12:1989;33-45.
33. Romo R., Brody C.D., Hernández A., Lemus L. Neuronal correlates of parametric working memory in the prefrontal cortex. Nature. 399:1999;470-474.
34. Rutherford L.C., Nelson S.B., Turrigiano G.G. BDNF has opposite effects on the quantal amplitude of pyramidal neuron and interneuron excitatory synapses. Neuron. 21:1998;521-530.
35. Samsonovich A., McNaughton B.L. Path integration and cognitive mapping in a continuous attractor neural network model. J. Neurosci. 17:1997;5900-5920.
36. Seung H.S. How the brain keeps the eyes still. Proc. Natl. Acad. Sci. USA. 93:1996;13339-13344.
37. Seung H.S., Lee D.D., Reis B.Y., Tank D.W. Stability of the memory of eye position in a recurrent network of conductance-based model neurons. Neuron. 26:2000;259-271.
38. Sharp P.E., Blair H.T., Cho J. The anatomical and computational basis of the rat head-direction cell signal. Trends Neurosci. 24:2001;289-294.
39. Skaggs W.E., Knierim J.J., Kudrimoti H.S., McNaughton B.L. A model of the neural basis of the rat's sense of direction. Tesauro D.S.T.G., Leen T.K. Advances in Neural Information Processing Systems 7. 1997;MIT Press, Cambridge, MA. 173-182.pp.
40. Soto-Treviño C., Thoroughman K.A., Marder E., Abbott L.F. Activity dependent modification of inhibitory synapses in models of rhythic neural networks. Nat. Neurosci. 4:2001;297-303.
41. Stemmler M., Koch C. How voltage-dependent conductances can adapt to maximize the information encoded by neuronal firing rate. Nat. Neurosci. 2:1999;521-527.
42. Stringer S.M., Trappenberg T.P., Rolls E.T., de Araujo I.E. Self-organizing continuous attractor networks and path integration. one-dimensional models of head direction cells Network. 13:2002;217-242.
43. Taube J.S. Head direction cells recorded in the anterior thalamic nuclei of freely moving rats. J. Neurosci. 15:1995;70-86.
44. Tsodyks M., Sejnowski T.J. Associative memory and hippocampal place cells. Adv. Neural Inf. Process. Syst. 6:1997;81-86.
45. Tuckwell H.C. Introduction to Theoretical Neurobiology. 1988;Cambridge University Press, Cambridge.
46. Turrigiano G.G. Homeostatic plasticity in neuronal networks. the more things change, the more they stay the same Trends Neurosci. 22:1999;221-227.
47. Turrigiano G.G., Leslie K.R., Desai N.S., Rutherford L.C., Nelson S.B. Activity-dependent scaling of quantal amplitude in neocortical neurons. Nature. 391:1998;892-896.
48. van Rossum M.C.W., Bi G.Q., Turrigiano G.G. Stable hebbian learning from spike timing-dependent plasticity. J. Neurosci. 20:2000;8812-8821.
49. Wang X.-J. Synaptic reverberation underlying mnemonic persistent activity. Trends Neurosci. 24:2001;455-463.
50. Wetmore C., Olson L., Bean A.J. Regulation of brain-derived neurotrophic factor (BDNF) expression and release from hippocampal neurons is mediated by non-nmda type glutamate receptors. J. Neurosci. 14:1994;1688-1700.
51. White J.M., Sparks D.L., Stanford T.R. Saccades to remembered target locations. an analysis of systematic and variable errors Vision Res. 34:1994;79-92.
52. Wilson M.A., McNaughton B.L. Dynamics of the hippocampal ensemble code for space. Science. 261:1993;1055-1058.
53. Xie X., Hahnloser R.H., Seung H.S. Double-ring network model of the head direction system. Phys. Rev. E. Stat. Nonlin. Soft. Matter. Phys. 66:2002;041902.
54. Zafra F., Castren E., Thoenen H., Lindholm D. Interplay between glutamate and gamma-aminobutyric acid transmitter systems in the physiological regulation of brain-derived neurotrophic factor and nerve growth factor synthesis in hippocampal neurons. Proc. Natl. Acad. Sci. USA. 88:1991;10037-10041.
55. Zhang K. Representation of spatial orientation by the intrinsic dynamics of the head-direction cell ensembles. A theory J. Neurosci. 16:1996;2112-2126.