The DOI matches its Crossref record; 99 of the 103 references it cites were found in a registry or an index.
The Basal Ganglia and Chunking of Action Repertoires
Abstract
The basal ganglia have been shown to contribute to habit and stimulus-response (S-R) learning. These forms of learning have the property of slow acquisition and, in humans, can occur without conscious awareness. This paper proposes that one aspect of basal ganglia-based learning is the recoding of cortically derived information within the striatum. Modular corticostriatal projection patterns, demonstrated experimentally, are viewed as producing recoded templates suitable for the gradual selection of new input-output relations in cortico-basal ganglia loops. Recordings from striatal projection neurons and interneurons show that activity patterns in the striatum are modified gradually during the course of S-R learning. It is proposed that this recoding within the striatum can chunk the representations of motor and cognitive action sequences so that they can be implemented as performance units. This scheme generalizes Miller's notion of information chunking to action control. The formation and the efficient implementation of action chunks are viewed as being based on predictive signals. It is suggested that information chunking provides a mechanism for the acquisition and the expression of action repertoires that, without such information compression would be biologically unwieldy or difficult to implement. The learning and memory functions of the basal ganglia are thus seen as core features of the basal ganglia's influence on motor and cognitive pattern generators.
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“It has been suggested that the basal ganglia are important for chunking action sequences (Graybiel, 1998).”
From The Neural Correlates of Motor Skill Automaticity (2005) · cites this paper as Graybiel, 1998
In the citing paper
“Thus, decreased activity in the basal ganglia may reflect a more effective (chunked) representation that accompanies automatization.”
From The Neural Correlates of Motor Skill Automaticity (2005) · cites this paper as Graybiel, 1998
In the citing paper
“This learning process appears to be mediated, in part, by the dorsolateral striatum (or the putamen) (Knowlton et al., 1996; White, 1997; Graybiel, 1998; Hikosaka, 1998; Yin and Knowlton, 2006).”
From Dopamine reward circuitry: Two projection systems from the ventral midbrain to the nucleus accumbens–olfactory tubercle complex (2007) · cites this paper as Graybiel, 1998
Citations
Cites
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1956) · Psychological Review · doi:10.1037/h0043158 · Cited by 17,812
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1994) · Psychological Review · doi:10.1037/0033-295x.101.2.343 · Cited by 17,559
Adaptive Mixtures of Local Experts
Jacobs, R. A., Jordan, M. I., Nowlan, S. J., & Hinton, G. E. (1991) · Neural Computation · doi:10.1162/neco.1991.3.1.79 · Cited by 5,384
From Neuropsychology to Mental Structure
Shallice, T. (1988) · doi:10.1017/cbo9780511526817 · Cited by 4,072
THE BASAL GANGLIA: FOCUSED SELECTION AND INHIBITION OF COMPETING MOTOR PROGRAMS
Mink, J. W. (1996) · Progress in Neurobiology · doi:10.1016/s0301-0082(96)00042-1 · Cited by 2,478
Functional anatomy of the basal ganglia. I. The cortico-basal ganglia-thalamo-cortical loop
Parent, A., & Hazrati, L.-N. (1995) · Brain Research Reviews · doi:10.1016/0165-0173(94)00007-c · Cited by 2,161
A neostriatal habit learning system in humans
Knowlton, B. J., Mangels, J. A., & Squire, L. R. (1996) · Science · doi:10.1126/science.273.5280.1399 · Cited by 1,777
Packard, M. G., & McGaugh, J. L. (1996) · Neurobiology of Learning and Memory · doi:10.1006/nlme.1996.0007 · Cited by 1,566
The Basal Ganglia and Adaptive Motor Control
Graybiel, A. M., Aosaki, T., Flaherty, A. W., & Kimura, M. (1994) · Science · doi:10.1126/science.8091209 · Cited by 1,324
Baxter, L. R. (1992) · Archives of General Psychiatry · doi:10.1001/archpsyc.1992.01820090009002 · Cited by 1,293
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4 of the 103 references couldn’t be matched to a known paper.
Research works printed but not linked: 6
- Berretta, 1996, Blockade of dopamine receptors amplifies cortical activation on induction of immediate-early genes in the striatum, Society for Neuroscience Abstracts, 22, 1089
- Berretta, 1997, Blockade of striatal, but not cortical, D2-class dopamine receptors increases cortically-drivenfos, Society for Neuroscience Abstracts, 23, 193
- Harrington, 1991, Sequencing in Parkinson's disease, Brain, 114, 99
- Jog, 1996, Ensemble recordings from striatum of freely-behaving rats, Society for Neuroscience Abstracts, 22, 1086
- Jog, 1997, Behavior-related ensemble activity of neurons in rat striatum, Society for Neuroscience Abstracts, 23, 464
- Matsumoto, 1997, Expression of behaviorally conditioned responses of tonically active striatal neurons depends on thalamic input from the CM–Pf complex, Society for Neuroscience Abstracts, 23, 464
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“This is consistent with work in monkeys and rats, where dopamine transmission is required to learn reward-related behaviors, but is no longer required once the behavioral response is learned (Graybiel, 1998; Schultz et al., 2015; Schultz, 2019).”
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Chancey, J. H., Kellendonk, C., Javitch, J. A., & Lovinger, D. M. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.08.28.554807 · Cited by 8
“that an individual can complete an entire sequence without consciously thinking about the separate actions necessary to complete the sequence (1).”
van Beest, E. H., Abdelwahab, M. A. O., Cazemier, J. L., Baltira, C., Maes, M. C., Peri, B. D., Self, M. W., Willuhn, I., & Roelfsema, P. R. (2024) · iScience · doi:10.1016/j.isci.2024.110753 · Cited by 7
Reduced striatal dopamine transmission as a transdiagnostic substrate of psychomotor retardation
Leong, I. L., Ng, T. H., Sen, K., Burchill, E., Costello, H., Badenoch, J., Coebergh, J. W. W., McCutcheon, R. A., Nair, A., Browning, M. D., et al. (2025) · Brain · doi:10.1093/brain/awaf335 · Cited by 9
Subthalamic nucleus neurons encode syllable sequence and phonetic characteristics during speech
Lipski, W. J., Bush, A., Chrabaszcz, A. V., Crammond, D. J., Fiez, J. A., Turner, R. S., & Richardson, R. M. (2024) · Journal of Neurophysiology · doi:10.1152/jn.00471.2023 · Cited by 9
“These experiments support long-standing ideas about the roles of the basal ganglia in habit and stimulus-response learning (17, 18), which nevertheless remain unsettled (19 – 21).”
Laurent, M., Backer, J. D., Rial, D., Schiffmann, S. N., & d’Exaerde, A. D. K. (2017) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2017.00256 · Cited by 7
“The dorsal striatum is well-positioned to control such actions since it had been shown to play critical roles in motor planning, in the action “chunking” and in procedural learning processes (Graybiel, 1998; Yin and Knowlton, 2006; Balleine et al., 2009).”
BackgroundPitti, A., Quoy, M., Boucenna, S., & Lavandier, C. (2021) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1008566 · Cited by 9
“On the one hand, some evidence indicates that the striatum in BG has a principal function in learning-related plasticity associated with selecting one set of actions from many, resulting in the acquisition of habitual behavior [54, 55].”
BackgroundResultAnimal models for studying obsessive-compulsive and related disorders
Hoffman, K. L. (2015) · Elsevier eBooks · doi:10.1016/b978-0-08-100099-1.00004-2 · Cited by 8
Zeng, J., Shu, S., Bao, X.-M., Zou, F., Ji, A., & Ye, J. (1999) · Neurochemical Research · doi:10.1023/a:1021160317569 · Cited by 7
“Recent research has shown that the striatum has many apparent functions such as learning and memory besides movement (16), but it is not clear which part of striatum is involved in learning and memory functions.”
BackgroundGet It While It’s Hot: A Peak-First Bias in Self-Generated Choice Order in Rhesus Macaques
Jung, K., & Kralik, J. D. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083814 · Cited by 7
“Moreover, given that it is easier to detect a sequence after experiencing all components, and typically, after repeated exposure, this ‘chunking’ process would appear to promote retrospective evaluation [63–65].”
BackgroundMcCrea, S. M. (2009) · International Journal of Neuroscience · doi:10.1080/00207450802335701 · Cited by 7
“the hypothesis that the motor, dexterity, and strategy requirements of Planned Codes tap networks involving subcortical motor planning and action sequencing instantiated by the basal ganglia (Graybiel, 1998).”
BackgroundSustainable Learning for Sustainability
Schneider, H. D., Livitz, I. E., & Schneider, D. (2013) · Journal of Organisational Transformation & Social Change · doi:10.1179/1477963313z.0000000009 · Cited by 7
“Without flexible automaticity, humans might not be able to survive because the cognitive demands would be too taxing (Graybiel, 1998).”
BackgroundMiller, E. K., & Buschman, T. J. (2007) · Elsevier eBooks · doi:10.1016/b978-012372540-0/50011-x · Cited by 7
Drinking to Dependence Risk Factors in Nonhuman Primates
Grant, K. A., Ferguson, B. M., Helms, C. M., & McClintick, M. N. (2014) · Elsevier eBooks · doi:10.1016/b978-0-12-405941-2.00020-1 · Cited by 7
Habit Formation, Inference, and Anticipation
Schulkin, J. A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108682312.002 · Cited by 7
Cocaine falls into oblivion during volitional initiation of choice trials
Vandaele, Y., Augier, E., Vouillac‐Mendoza, C., & Ahmed, S. H. (2022) · Addiction Biology · doi:10.1111/adb.13235 · Cited by 7
Cognitive Decision Processes and Functional Characteristics of the Basal Ganglia Reward System
Shatner, M., Havazelet-Heimer, G., Raz, A., & Bergman, H. (2002) · Advances in behavioral biology · doi:10.1007/978-1-4615-0179-4_31 · Cited by 7
“Basal ganglia play an important role in sequential processes (Aldridge and Berridge, 1998, Graybiel 1998) and are controlled by the midbrain dopaminergic and striatal cholinergic system.”
BackgroundProcedural Learning of Semantic Categorization in Parkinson's Disease
Arroyo-Anlló, E. M., Ingrand, P., Neau, J., & Gil, R. (2015) · Journal of Alzheimer s Disease · doi:10.3233/jad-142271 · Cited by 7
Mechanisms of automaticity and anticipatory control in fluid intelligence
Joyce, A. W. (2017) · Applied Neuropsychology Child · doi:10.1080/21622965.2017.1317486 · Cited by 7
“Basal ganglia system and continuous learning The BGS brings sets of action-perception linkages together, resulting in the formation of adaptive skills, a process that some researchers have termed “chunking” (Graybiel, 1998; Jin & Costa, 2015; Jin, Tecuapetla, & Costa, 2014).”
BackgroundEckart, M. T., Huelse-Matia, M. C., Loer, D., & Schwarting, R. K. W. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.03.075 · Cited by 7
Anticipatory consciousness, Libet’s veto, and a close-enough theory of free will
Shariff, A., & Peterson, J. B. (2005) · Consciousness & emotion book series · doi:10.1075/ceb.1.12sha · Cited by 7
“(Taylor & McCloskey 1990:445) Recently, Ann Graybiel (1998) has suggested that many motor actions may be grouped – or chunked – together to form structures similar to the Miller’s (1957) compression of discrete bits of information in memory) recodes mental representations of action sequences by reducing the number of…”
BackgroundInfluentialCognitive Control in Frontostriatal Disorders
Richer, F., & Chouinard, S. (2003) · Humana Press eBooks · doi:10.1007/978-1-59259-326-2_8 · Cited by 7
Berke, J. D. (2009) · Elsevier eBooks · doi:10.1016/b978-008045046-9.00781-6 · Cited by 7
Khamassi, M. (2007) · HAL · doi:10.13140/rg.2.1.4065.8004 · Cited by 7
Girard, B. (2003) · HAL · Cited by 7
Surgent, O. J., Andrews, D. S., Lee, J. K., Boyle, J., Dakopolos, A., Miller, M., Ozonoff, S. J., Rogers, S. J., Solomon, M., Amaral, D. G., et al. (2025) · Biological Psychiatry · doi:10.1016/j.biopsych.2025.01.005 · Cited by 10
Drug‐Related Engrams and Their Role in the Persistence and Recurrence of Drug‐Related Behaviors
Cutler, M., Thati, A., & Grella, S. L. (2025) · Hippocampus · doi:10.1002/hipo.70040 · Cited by 10
“Furthermore, other components of the basal ganglia play a critical role in integrating motor and cognitive functions affected by repeated drug exposure (Graybiel 1998; Grillner et al. 2005; Kropotov and Etlinger 1999; Mink and Thach 1991).”
Metadata
- Authors
- Graybiel, A. M.
- Affiliations
- Massachusetts Institute of Technology (US)
- Corresponding author
- Graybiel, Ann M.
- ORCID
- Graybiel, Ann M.
- Venue
- Neurobiology of Learning and Memory
- Publisher
- Elsevier BV
- Published
- 1998-07
- Volume
- 70
- Issue
- 1-2
- Pages
- 119-136
- ISSN
- 1074-7427 (ISSN-L)
- OpenAlex
- W2148201341
- Cited by
- 1,042
- References
- 103
- Citations by year
- 2026: 25 · 2025: 32 · 2024: 31 · 2023: 48 · 2022: 26 · 2021: 47 · 2020: 36 · 2019: 25 · 2018: 37 · 2017: 39 · 2016: 42 · 2015: 43 · 2014: 41 · 2013: 37 · 2012: 84
- FWCI
- 8.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neurobiology of Learning and Memory (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (R03 MH57878, R01 NS25529)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- basal ganglia, striatum, repertoires of action, habit learning, stimulus-response learning, corticostriatal projections, striatal projection neurons, striatal interneurons, predictive signals
- MeSH terms
- Animals, Basal Ganglia, Brain Mapping, Corpus Striatum, Habits, Humans, Learning, Memory, Models, Neurological, Nerve Net, Synaptic Transmission, Neuronal Plasticity, Obsessive-Compulsive Disorder, Parkinson Disease, Neocortex, In Vitro Techniques
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