Balancing homeostasis and learning in neural circuits

Zoology - Tập 106 Số 4 - Trang 365-371 - 2003
L. F. Abbott1
1Volen Center, Department of Biology, Brandeis University, Waltham, MA 02454, USA. [email protected]

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Abbott, 1996, Functional significance of long-term potentiation for sequence learning and prediction, Cereb. Cortex, 6, 406, 10.1093/cercor/6.3.406

Abbott, 2002, Activity-dependent regulation of neuronal conductances, 85

Abbott, 2000, Synaptic plasticity: taming the beast, Nature Neurosci., 3, 1178, 10.1038/81453

Allen, 2003, Long-term depression induced by sensory deprivation during cortical map plasticity in vivo, Nat. Neurosci., 3, 291, 10.1038/nn1012

Anderson, 1980, A comparison of distal and proximal dendritic synapses on CA1 pyramids in guinea-pig hippocampal slices in vitro, J. Physiol., 307, 273, 10.1113/jphysiol.1980.sp013435

Bell, 1997, Synaptic plasticity in a cerebellum-like structure depends on temporal order, Nature, 387, 278, 10.1038/387278a0

Bi, 1998, Activity-induced synaptic modifications in hippocampal culture, dependence on spike timing, synaptic strength and cell type, J. Neurosci., 18, 10464, 10.1523/JNEUROSCI.18-24-10464.1998

Blum, 1996, A model of spatial map formation in the hippocampus of the rat, Neural Comp., 8, 85, 10.1162/neco.1996.8.1.85

Cateau, 2003, A stochastic method to predict the consequences of arbitrary forms of spike-timing-dependent plasticity, Neural Comp., 15, 597, 10.1162/089976603321192095

Debanne, 1994, Asynchronous pre- and postsynaptic activity induces associative long-term depression in area CA1 of the rat hippocampus in vitro, Proc. Natl. Acad. Sci. USA, 91, 1148, 10.1073/pnas.91.3.1148

Debanne, 1998, Longterm synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures, J. Physiol., 507, 237, 10.1111/j.1469-7793.1998.237bu.x

Egger, 1999, Coincidence detection and efficacy changes in synaptic connections between spiny stellate neurons of the rat barrel cortex, Nature Neurosci., 2, 1098, 10.1038/16026

Feldman, 2000, Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex, Neuron, 27, 45, 10.1016/S0896-6273(00)00008-8

Froemke, 2002, Spike-timing-dependent synaptic modification induced by natural spike trains, Nature, 416, 433, 10.1038/416433a

Fu, 2002, Temporal specificity in the cortical plasticity of visual space representation, Science, 296, 1999, 10.1126/science.1070521

Gerstner, 1997, Learning navigational maps through potentiation and modulation of hippocampal place cells, J. Computational Neurosci., 4, 79, 10.1023/A:1008820728122

Gerstner, 1996, A neuronal learning rule for sub-millisecond temporal coding, Nature, 383, 76, 10.1038/383076a0

Goldberg, 2002, A problem with Hebb and local spikes, Trends in Neurosci., 25, 433, 10.1016/S0166-2236(02)02200-2

Gustafsson, 1987, Long-term potentiation in the hippocampus using depolarizing current pulses as the conditioning stimulus to single volley synaptic potentials, J. Neurosci., 7, 774, 10.1523/JNEUROSCI.07-03-00774.1987

Gütig, 2003, Learning input correlations through nonlinear temporally asymmetric Hebbian plasticity, J. Neurosci., 23, 3697, 10.1523/JNEUROSCI.23-09-03697.2003

Hebb, 1949

Iansek, 1973, An analysis of cable properties of spinal motoneurones using a brief intracellular current impulse, J. Physiol., 234, 613, 10.1113/jphysiol.1973.sp010364

Jack, 1981, The components of synaptic potentials evoked in spinal motoneurones by impulses in single group 1a fibres, J. Physiol., 321, 65, 10.1113/jphysiol.1981.sp013972

Kempter, 1999, Hebbian learning and spiking neurons, Phys. Rev., E 59, 4498

Kempter, 2001, Intrinsic stabilization of output rates by spike-based Hebbian learning, Neural Comp., 13, 2709, 10.1162/089976601317098501

Kistler, 2000, Modeling synaptic plasticity in conjunction with the timing of pre- and postsynaptic action potentials, Neural Comp., 12, 385, 10.1162/089976600300015844

Levy, 1983, Temporal contiguity requirements for long-term associative potentiation/depression in the hippocampus, Neurosci., 8, 791, 10.1016/0306-4522(83)90010-6

Magee, 1997, Synaptically controlled, associative signal for Hebbian plasticity in hippocampal neurons, Science, 275, 209, 10.1126/science.275.5297.209

Magee, 2000, Somatic EPSP amplitude is independent of synapse location in hippocampal pyramidal neurons, Nat. Neurosci., 3, 895, 10.1038/78800

Markram, 1997, Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs, Science, 275, 213, 10.1126/science.275.5297.213

Mehta, 1997, Experience-dependent, asymmetric expansion of hippocampal place fields, Proc. Natl. Acad. Sci. USA, 94, 8918, 10.1073/pnas.94.16.8918

Mehta, 2000, Experience dependent asymmetric shape of hippocampal receptive fields, Neuron, 25, 707, 10.1016/S0896-6273(00)81072-7

Miller, 1994, The role of constraints in Hebbian learning, Neural Comp., 6, 100, 10.1162/neco.1994.6.1.100

Minai, 1993, Sequence learning in a single trial, INNS World Congress of Neural Networks, II, 505

Rao, 2000, Predictive sequence learning in recurrent neocortical circuits

Roberts, 1999, Computational consequences of temporally asymmetric learning rules, I. Differential Hebbian learning, J. Computational Neurosci., 7, 235, 10.1023/A:1008910918445

Rubin, 2001, Equilibrium properties of temporally asymmetric Hebbian plasticity, Phys. Rev. Lett., 86, 364, 10.1103/PhysRevLett.86.364

Rumsey, C. and L.F. Abbott. 2003. Synaptic equalization through anti-STDP. J. Neurophysiol (in press). Sjöström P.J., G.G. Turrigiano and S.B. Nelson. 2001. Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32: 1149–1164.

Song, 2001, Column and map development and cortical re-mapping through spike-timing dependent plasticity, Neuron, 32, 339, 10.1016/S0896-6273(01)00451-2

Song, 2000, Competitive Hebbian learning through spike-timing-dependent synaptic plasticity, Nature Neurosci., 3, 919, 10.1038/78829

Stricker, 1996, Statistical analysis of amplitude fluctuations in EPSCs evoked in rat CA1 pyramidal neurons in vitro, J. Physiol., 490, 419, 10.1113/jphysiol.1996.sp021155

Triller, 1990, Size and shape of glycine receptor clusters in a central neuron exhibit a somato-dendritic gradient, New. Biol., 2, 637

van Rossum, 2000, Stable Hebbian learning from spike timing-dependent plasticity, J. Neurosci., 20, 8812, 10.1523/JNEUROSCI.20-23-08812.2000

Yao, 2001, Stimulus timing-dependent plasticity in cortical processing of orientation, Neuron, 32, 315, 10.1016/S0896-6273(01)00460-3

Zhang, 1998, A critical window for cooperation and competition among developing retinotectal synapses, Nature, 395, 37, 10.1038/25665