Neural Darwinism: selection and reentrant signaling in higher brain function.
Abstract
Variation and selection within neural populations play key roles in the development and function of the brain. In this article, I review a population theory of the nervous system aimed at understanding the significance of these processes. Since its original formulation in 1978, considerable evidence has accumulated to support this theory of neuronal group selection. Extensive neural modeling based on the theory has provided useful insights into several outstanding neurobiological problems including those concerned with integration of cortical function, sensorimotor control, and perceptually based behavior.
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The encoding of generalised motion may mean that we represent paths or trajectories of sensory dynamics over short periods of time and that there is no perceptual instant.
“The encoding of generalised motion may mean that we represent paths or trajectories of sensory dynamics over short periods of time and that there is no perceptual instant (c.f., the remembered present; [50]).”
From Hierarchical Models in the Brain (2008) · cites this paper as [50]
Minimal consciousness is characterized by temporal thickness, the temporal persistence of mental states.
“- (4)Temporal thickness – the temporal persistence of mental states (e.g., James, 1890; Edelman, 1993; Lamme and Roelfsema, 2000; Crick and Koch, 2003; Shadlen and Kiani, 2013).”
From The Transition to Minimal Consciousness through the Evolution of Associative Learning (2016) · cites this paper as Edelman, 1993
Cites
An introduction to cybernetics
Ashby, W. R. (1956) · doi:10.5962/bhl.title.5851 · Cited by 7,578 · see citing works
The co-ordination and regulation of movements
Bernshteĭn, N. A. (1967) · Brain Research · doi:10.1016/0006-8993(69)90278-9 · Cited by 6,389 · see citing works
The Organization of Behavior; A Neuropsychological Theory.
Attneave, F., B., M., & Hebb, D. O. (1950) · The American Journal of Psychology · doi:10.2307/1418888 · Cited by 5,146 · see citing works
The Organization of Behavior: A Neuropsychological Theory
(1950) · JAMA · doi:10.1001/jama.1950.02910470083028 · Cited by 4,271 · see citing works
The co-ordination and regulation of movements
Foley, J. (1968) · Journal of the Neurological Sciences · doi:10.1016/0022-510x(68)90166-4 · Cited by 3,431 · see citing works
Neuronal Population Coding of Movement Direction
Georgopoulos, A. P., Schwartz, A. B., & Kettner, R. E. (1986) · Science · doi:10.1126/science.3749885 · Cited by 3,187 · see citing works
Specification of Cerebral Cortical Areas
Rakic, P. (1988) · Science · doi:10.1126/science.3291116 · Cited by 3,127 · see citing works
Smith, E. E., & Medin, D. L. (1981) · Harvard University Press eBooks · doi:10.4159/harvard.9780674866270 · Cited by 2,653 · see citing works
(1987) · Medical Entomology and Zoology · Cited by 2,512 · see citing works
Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex
Gray, C. M., & Singer, W. (1989) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.86.5.1698 · Cited by 2,463 · see citing works
Coherent oscillations: A mechanism of feature linking in the visual cortex?
Eckhorn, R., Bauer, R., Jordan, W., Brosch, M., Kruse, W., Munk, M., & Reitboeck, H. J. (1988) · Biological Cybernetics · doi:10.1007/bf00202899 · Cited by 2,329 · see citing works
Molecular Biology of Learning: Modulation of Transmitter Release
Kandel, E. R., & Schwartz, J. H. (1982) · Science · doi:10.1126/science.6289442 · Cited by 1,551 · see citing works
The neostriatal mosaic: multiple levels of compartmental organization
Gerfen, C. R. (1992) · Trends in Neurosciences · doi:10.1016/0166-2236(92)90355-c · Cited by 1,471 · see citing works
Changeux, J.-P., & Danchin, A. (1976) · Nature · doi:10.1038/264705a0 · Cited by 1,448 · see citing works
A Requirement for the Intercellular Messenger Nitric Oxide in Long-Term Potentiation
Schuman, E. M., & Madison, D. V. (1991) · Science · doi:10.1126/science.1720572 · Cited by 1,135 · see citing works
Merzenich, M. M., Kaas, J. H., Wall, J., Nelson, R. J., Sur, M., & Felleman, D. (1983) · Neuroscience · doi:10.1016/0306-4522(83)90024-6 · Cited by 1,042 · see citing works
Bright air, brilliant fire: on the matter of the mind
(1992) · Choice Reviews Online · doi:10.5860/choice.30-1781 · Cited by 1,036 · see citing works
O’Dell, T. J., Hawkins, R. D., Kandel, E. R., & Arancio, O. (1991) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.88.24.11285 · Cited by 1,034 · see citing works
The neostriatal mosaic: multiple levels of compartmental organization in the basal ganglia
Gerfen, C. R. (1992) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.15.030192.001441 · Cited by 1,004 · see citing works
Interhemispheric Synchronization of Oscillatory Neuronal Responses in Cat Visual Cortex
Engel, A. K., Peter König, B., Kreiter, A. K., & Singer, W. (1991) · Science · doi:10.1126/science.252.5009.1177 · Cited by 914 · see citing works
Endogenous nitric oxide release required for long-term synaptic depression in the cerebellum
Shibuki, K., & Okada, D. (1991) · Nature · doi:10.1038/349326a0 · Cited by 871 · see citing works
Strategies of Information Processing
D., C. P., & Underwood, G. (1980) · The American Journal of Psychology · doi:10.2307/1422114 · Cited by 861 · see citing works
Strategies of information processing
Hemsley, D. R. (1980) · Behaviour Research and Therapy · doi:10.1016/0005-7967(80)90029-7 · Cited by 830 · see citing works
The Organization of the Cerebral Cortex
Sholl, D. A. (1957) · The American Journal of the Medical Sciences · doi:10.1097/00000441-195711000-00015 · Cited by 762 · see citing works
CELL ADHESION MOLECULES: Implications for a Molecular Histology
Edelman, G. M., & Crossin, K. L. (1991) · Annual Review of Biochemistry · doi:10.1146/annurev.bi.60.070191.001103 · Cited by 705 · see citing works
Self-citationThe Remembered Present; A Biological Theory of Consciousness.
Berger, G., & Edelman, G. M. (1994) · Noûs · doi:10.2307/2216056 · Cited by 688 · see citing works
Self-citationWallis, C. (2003) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813021000055199 · Cited by 687 · see citing works
McCloskey, M. E., Smith, E. E., & Medin, D. L. (1982) · The American Journal of Psychology · doi:10.2307/1422151 · Cited by 664 · see citing works
Kaas, J. H., Merzenich, M. M., & Killackey, H. P. (1983) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.06.030183.001545 · Cited by 661 · see citing works
Gally, J. A., Montague, P. R., Reeke, G. N., & Edelman, G. M. (1990) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.87.9.3547 · Cited by 644 · see citing works
Self-citationPossible involvement of nitric oxide in long-term potentiation
Böhme, G. A., Bon, C. L. M., Stutzmann, J. M., Doble, A., & Blanchard, J. (1991) · European Journal of Pharmacology · doi:10.1016/0014-2999(91)90505-k · Cited by 632 · see citing works
The Remembered Present: A Biological Theory of Consciousness
(1990) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1990.2.4.385 · Cited by 567 · see citing works
The role of nitric oxide in hippocampal long-term potentiation
Haley, J. E., Wilcox, G. L., & Chapman, P. F. (1992) · Neuron · doi:10.1016/0896-6273(92)90288-o · Cited by 470 · see citing works
Solving Bernstein's Problem: A Proposal for the Development of Coordinated Movement by Selection
Sporns, O., & Edelman, G. M. (1993) · Child Development · doi:10.2307/1131321 · Cited by 447 · see citing works
Self-citationTononi, G., Sporns, O., & Edelman, G. M. (1992) · Cerebral Cortex · doi:10.1093/cercor/2.4.310 · Cited by 435 · see citing works
Self-citationBody and Brain: A Trophic Theory of Neural Connections (review)
(1992) · Perspectives in biology and medicine · doi:10.1353/pbm.1993.0067 · Cited by 420 · see citing works
Signal and sense : local and global order in perceptual maps
Edelman, G. M., Gall, W. E., & Cowan, W. M. (1990) · Cited by 337 · see citing works
Self-citationOscillatory Neuronal Responses in the Visual Cortex of the Awake Macaque Monkey
Kreiter, A. K., & Singer, W. (1992) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1992.tb00884.x · Cited by 333 · see citing works
Topobiology: an introduction to molecular embryology
Beddington, R. S. P. (1989) · Trends in Genetics · doi:10.1016/0168-9525(89)90060-7 · Cited by 277 · see citing works
Body and brain: A trophic theory of neural connections
Legg, C. R. (1989) · Biological Psychology · doi:10.1016/0301-0511(89)90089-6 · Cited by 268 · see citing works
Topobiology: An Introduction To Molecular Embryology
Edelman, G. M. (1988) · Cited by 245 · see citing works
Self-citationSporns, O., Gally, J. A., Reeke, G. N., & Edelman, G. M. (1989) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.86.18.7265 · Cited by 216 · see citing works
Self-citationJones, F. S., Prediger, E. A., Bittner, D., et al. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.6.2086 · Cited by 216 · see citing works
Modeling perceptual grouping and figure-ground segregation by means of active reentrant connections.
Sporns, O., Tononi, G., & Edelman, G. M. (1991) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.88.1.129 · Cited by 213 · see citing works
Self-citationAn Introduction to Cybernetics
Clark, J. H. (1965) · Journal of the Operational Research Society · doi:10.1057/jors.1965.91 · Cited by 205 · see citing works
Pearson, J., Finkel, L., & Edelman, G. M. (1987) · Journal of Neuroscience · doi:10.1523/jneurosci.07-12-04209.1987 · Cited by 188 · see citing works
Self-citationLandry, P., & Deschênes, M. (1981) · The Journal of Comparative Neurology · doi:10.1002/cne.901990304 · Cited by 173 · see citing works
Spatial Signaling in the Development and Function of Neural Connections
Montague, P. R., Gally, J. A., & Edelman, G. M. (1991) · Cerebral Cortex · doi:10.1093/cercor/1.3.199 · Cited by 150 · see citing works
Self-citationNitric oxide: linking space and time in the brain.
Edelman, G. M., & Gally, J. A. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.24.11651 · Cited by 148 · see citing works
Self-citationFinkel, L., & Edelman, G. M. (1989) · Journal of Neuroscience · doi:10.1523/jneurosci.09-09-03188.1989 · Cited by 136 · see citing works
Self-citationRiddles of natural categorization
Herrstein, R. J. (1985) · Philosophical transactions of the Royal Society of London. Series B, Biological sciences · doi:10.1098/rstb.1985.0015 · Cited by 120 · see citing works
Activation of the cytotactin promoter by the homeobox-containing gene Evx-1.
Jones, F. S., Chalepakis, G., Gruss, P., & Edelman, G. M. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.6.2091 · Cited by 119 · see citing works
Self-citationNorthington, F. J., Matherne, G. P., & Berne, R. M. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.14.6649 · Cited by 98 · see citing works
Synthetic neural modeling applied to a real-world artifact.
Edelman, G. M., Reeke, G. N., Gall, W. E., et al. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.15.7267 · Cited by 92 · see citing works
Self-citationCrick, F. (1989) · Trends in Neurosciences · doi:10.1016/0166-2236(89)90019-2 · Cited by 86 · see citing works
Aspects of neural development.
Cowan, W. (1978) · PubMed · Cited by 81 · see citing works
Cadherin Subclasses: Differential Expression and Their Roles in Neural MorphogenesisPreprint
Takeichi, M., Inuzuka, H., Shimamura, K., Fujimori, T., & Nagafuchi, A. (1990) · Cold Spring Harbor Symposia on Quantitative Biology · doi:10.1101/sqb.1990.055.01.033 · Cited by 69 · see citing works
DARWINIAN SELECTION IN THE BRAIN
Michod, R. E. (1989) · Evolution · doi:10.1111/j.1558-5646.1989.tb04268.x · Cited by 38 · see citing works
Structural variation in the nervous system in relation to behavior.
Lashley, K. S. (1947) · Psychological Review · doi:10.1037/h0063654 · Cited by 37 · see citing works
Darwinian Selection in the Brain
Michod, R. E., & Edelman, G. M. (1989) · Evolution · doi:10.2307/2409075 · Cited by 36 · see citing works
Self-citationBarlow, H. B. (1988) · Nature · doi:10.1038/331571a0 · Cited by 34 · see citing works
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Tononi, G., Sporns, O., & Edelman, G. M. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.11.5033 · Cited by 1,626 · see citing works
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Friston, K., Kilner, J., & Harrison, L. (2006) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2006.10.001 · Cited by 1,369 · see citing works
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- Authors
- Edelman, G. M.
- Corresponding author
- Edelman, Gerald M.
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 1993-02
- Volume
- 10
- Issue
- 2
- Pages
- 115-125
- ISSN
- 0896-6273 (ISSN-L)
- OpenAlex
- W2044318790
- Cited by
- 557
- References
- 61
- Citations by year
- 2026: 19 · 2025: 21 · 2024: 17 · 2023: 22 · 2022: 24 · 2021: 29 · 2020: 31 · 2019: 25 · 2018: 34 · 2017: 19 · 2016: 17 · 2015: 18 · 2014: 20 · 2013: 18 · 2012: 22
- FWCI
- 1.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuron (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Neurosciences Research Foundation
- Neurosciences Foundation
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Physical Sciences › Computer Science › Artificial Intelligence › Neural Networks and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Keywords
- neural Darwinism, neuronal group selection, neural development, cortical integration, sensorimotor control, neural modeling
- MeSH terms
- Animals, Brain, Models, Biological, Motor Activity, Neuronal Plasticity, Neurons, Selection, Genetic, Signal Transduction, Neurotransmitter Agents
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