The Theta-Gamma Neural Code

The magical number seven, plus or minus two: Some limits on our capacity for processing information.

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The magical number seven, plus or minus two: Some limits on our capacity for processing information.

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A feature-integration theory of attention.

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The magical number 4 in short-term memory: A reconsideration of mental storage capacity

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A mechanism for cognitive dynamics: neuronal communication through neuronal coherence.

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The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

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High-speed scanning in human memory

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Mechanisms of Gamma Oscillations

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Gamma oscillations and episodic memory

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The critical role of phase difference in theta oscillation between bilateral parietal cortices for visuospatial working memory

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Different coupling modes mediate cortical cross-frequency interactions

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Theta and Alpha Oscillation Impairments in Autistic Spectrum Disorder Reflect Working Memory Deficit

Larraín-Valenzuela, J., Zamorano, F. J., Soto‐Icaza, P., Carrasco, X., Herrera, C., Daiber, F., Aboitiz, F., & Billeke, P. B. (2017) · Scientific Reports · doi:10.1038/s41598-017-14744-8 · Cited by 87

Recognition memory and theta–gamma interactions in the hippocampus

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Oscillatory Dynamics Underlying Perceptual Narrowing of Native Phoneme Mapping from 6 to 12 Months of Age

Ortiz‐Mantilla, S., Hämäläinen, J. A., Realpe-Bonilla, T., & BENASICH, A. A. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.1162-16.2016 · Cited by 83

Multiscale memory and bioelectric error correction in the cytoplasm–cytoskeleton‐membrane system

Fields, C., & Levin, M. G. (2017) · WIREs Systems Biology and Medicine · doi:10.1002/wsbm.1410 · Cited by 76

Coherent resonance in the distributed cortical network during sensory information processing

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Dissociation of somatostatin and parvalbumin interneurons circuit dysfunctions underlying hippocampal theta and gamma oscillations impaired by amyloid β oligomers in vivo

Chung, H., Park, K., Jang, H. J., Kohl, M. M., & Kwag, J. (2020) · Brain Structure and Function · doi:10.1007/s00429-020-02044-3 · Cited by 85

The brain dynamics of linguistic computation

Murphy, E. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01515 · Cited by 84

A θ–γ Oscillation Code for Neuronal Coordination during Motor Behavior

Igarashi, J., Isomura, Y., Arai, K., Harukuni, R., & Fukai, T. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.2126-13.2013 · Cited by 82

The relationship between gamma frequency and running speed differs for slow and fast gamma rhythms in freely behaving rats

Zheng, C., Bieri, K. W., Trettel, S. G., & Colgin, L. L. (2015) · Hippocampus · doi:10.1002/hipo.22415 · Cited by 79

Topographical differences of frontal-midline theta activity reflect functional differences in cognitive control abilities

Eschmann, K. C. J., Bader, R., & Mecklinger, A. (2018) · Brain and Cognition · doi:10.1016/j.bandc.2018.02.002 · Cited by 78

The behavioral activation and inhibition systems: implications for understanding and treating chronic pain

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Different theta frameworks coexist in the rat hippocampus and are coordinated during memory-guided and novelty tasks

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Multivariate cross-frequency coupling via generalized eigendecomposition

Cohen, M. X. (2017) · eLife · doi:10.7554/elife.21792 · Cited by 72

Hippocampal theta phases organize the reactivation of large-scale electrophysiological representations during goal-directed navigation

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Binding by random bursts: a computational model of cognitive control

Verguts, T. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01117 · Cited by 76

HCN channels enhance spike phase coherence and regulate the phase of spikes and LFPs in the theta-frequency range

Sinha, M., & Narayanan, R. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1419017112 · Cited by 79

Theta-gamma phase-phase coupling during working memory maintenance in the human hippocampus

Chaieb, L., Leszczyński, M., Axmacher, N., Derner, M., Elger, C. E., & Fell, J. (2015) · Cognitive Neuroscience · doi:10.1080/17588928.2015.1058254 · Cited by 76

Prefrontal cortex and cognitive control: new insights from human electrophysiology

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Music Training, Working Memory, and Neural Oscillations: A Review

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Electrophysiological signatures of memory reactivation in humans

Schreiner, T., & Staudigl, T. (2020) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2019.0293 · Cited by 87

Increasing human motor skill acquisition by driving theta–gamma coupling

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Non-linear auto-regressive models for cross-frequency coupling in neural time series

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Do sensorimotor β-oscillations maintain muscle synergy representations in primary motor cortex?

Aumann, T. D., & Prut, Y. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2014.12.002 · Cited by 81

Reduced Theta Connectivity during Set-Shifting in Children with Autism

Doesburg, S. M., Vidal, J., & Taylor, M. J. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00785 · Cited by 81

Theta and beta synchrony coordinate frontal eye fields and anterior cingulate cortex during sensorimotor mapping

Babapoor-Farrokhran, S., Vinck, M. A., Womelsdorf, T., & Everling, S. (2017) · Nature Communications · doi:10.1038/ncomms13967 · Cited by 74

Hippocampal–prefrontal coherence mediates working memory and selective attention at distinct frequency bands and provides a causal link between schizophrenia and its risk gene GRIA1

Bygrave, A. M., Jahans-Price, T., Wolff, A. R., Sprengel, R., Kullmann, D. M., Bannerman, D. M., & Kätzel, D. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0471-0 · Cited by 73

Stable maintenance of multiple representational formats in human visual short-term memory

Liu, J., Zhang, H., Yu, T., Ni, D., Ren, L., Yang, Q., Lu, B., Wang, D., Heinen, R. M., Axmacher, N., et al. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2006752117 · Cited by 75

Trisecting representational states in short-term memory

Nee, D. E., & Jonides, J. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00796 · Cited by 71

Top-down and Bottom-up Regulated Auditory Phantom Perception

Vanneste, S., Alsalman, O. A., & Ridder, D. D. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.0966-18.2018 · Cited by 72

Pattern separation of spiketrains in hippocampal neurons

Madar, A. D., Ewell, L. A., & Jones, M. V. (2019) · Scientific Reports · doi:10.1038/s41598-019-41503-8 · Cited by 78

Theta-phase dependent neuronal coding during sequence learning in human single neurons

Reddy, L., Self, M. W., Zoefel, B., Poncet, M., Possel, J. K., Peters, J. C., Baayen, J. C., Idema, S., VanRullen, R., & Roelfsema, P. R. (2021) · Nature Communications · doi:10.1038/s41467-021-25150-0 · Cited by 78

Breathing in waves: Understanding respiratory-brain coupling as a gradient of predictive oscillations

Brændholt, M., Kluger, D. S., Varga, S., Heck, D. H., Groß, J., & Allen, M. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105262 · Cited by 85

Degeneracy in hippocampal physiology and plasticity

Rathour, R. K., & Narayanan, R. (2019) · Hippocampus · doi:10.1002/hipo.23139 · Cited by 78

Oscillations, Timing, Plasticity, and Learning in the Cerebellum

Cheron, G. A., Márquez‐Ruiz, J., & Dan, B. (2015) · The Cerebellum · doi:10.1007/s12311-015-0665-9 · Cited by 74

Ordering Information in Working Memory and Modulation of Gamma by Theta Oscillations in Humans

Rajji, T. K., Zomorrodi, R., Barr, M. S., Blumberger, D. M., Mulsant, B. H., & Daskalakis, Z. J. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhv326 · Cited by 73

Theta-Nested Gamma Oscillations in Next Generation Neural Mass Models

Segneri, M., Bi, H., Olmi, S., & Torcini, A. (2020) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2020.00047 · Cited by 73

The beneficial role of memory reactivation for language learning during sleep: A review

Schreiner, T., & Rasch, B. (2016) · Brain and Language · doi:10.1016/j.bandl.2016.02.005 · Cited by 78

Brain oscillations and connectivity in autism spectrum disorders (ASD): new approaches to methodology, measurement and modelling

Kessler, K., Seymour, R. A., & Rippon, G. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.10.002 · Cited by 69

Phase precession: a neural code underlying episodic memory?

Jaramillo, J., & Kempter, R. (2017) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2017.02.006 · Cited by 63

Discriminating Valid from Spurious Indices of Phase-Amplitude Coupling

Jensen, O. B., Spaak, E., & Park, H. (2016) · eNeuro · doi:10.1523/eneuro.0334-16.2016 · Cited by 72

Locating the engram: Should we look for plastic synapses or information-storing molecules?

Langille, J. J., & Gallistel, C. R. (2020) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2020.107164 · Cited by 70

Neural Interactions in a Spatially-Distributed Cortical Network During Perceptual Decision-Making

Maksimenko, V., Frolov, N. S., Hramov, A. E., Евгеньевна, Р. А., Grubov, V., Kurths, J., & Pisarchik, A. N. (2019) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2019.00220 · Cited by 68

Disentangling neocortical alpha/beta and hippocampal theta/gamma oscillations in human episodic memory formation

Griffiths, B., Martín-Buro, M. C., Staresina, B. P., & Hanslmayr, S. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118454 · Cited by 64

Causal Evidence for the Role of Neuronal Oscillations in Top–Down and Bottom–Up Attention

Riddle, J., Hwang, K., Cellier, D., Dhanani, S., & D’Esposito, M. (2019) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01376 · Cited by 77

Binaural Beats through the Auditory Pathway: From Brainstem to Connectivity Patterns

Perez, H. D. O., Dumas, G., & Lehmann, A. (2020) · eNeuro · doi:10.1523/eneuro.0232-19.2020 · Cited by 67

Fronto-medial theta coordinates posterior maintenance of working memory content

Ratcliffe, O., Shapiro, K. L., & Staresina, B. P. (2022) · Current Biology · doi:10.1016/j.cub.2022.03.045 · Cited by 66

Timing to be precise? An overview of spike timing-dependent plasticity, brain rhythmicity, and glial cells interplay within neuronal circuits

Andrade‐Talavera, Y., Fisahn, A., & Moreno, A. R. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02027-w · Cited by 74

Areas V1 and V2 show microsaccade‐related 3–4‐Hz covariation in gamma power and frequency

Lowet, E., Roberts, M. J., Bosman, C. A., Fries, P., & Weerd, P. D. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.13126 · Cited by 66

General Anesthesia Disrupts Complex Cortical Dynamics in Response to Intracranial Electrical Stimulation in Rats

Arena, A., Comolatti, R., Thon, S., Casali, A. G., & Storm, J. F. (2021) · eneuro · doi:10.1523/eneuro.0343-20.2021 · Cited by 66

The Human Dynamic Clamp Reveals the Fronto-Parietal Network Linking Real-Time Social Coordination and Cognition

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The Sleep Side of Aging and Alzheimer’s Disease

Romanella, S. M., Roe, D., Tatti, E., Cappon, D., Paciorek, R., Testani, E., Rossi, A., Rossi, S., & Santarnecchi, E. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2020.05.029 · Cited by 72

The role of the anterior nuclei of the thalamus in human memory processing

Sweeney‐Reed, C. M., Buentjen, L., Voges, J., Schmitt, F. C., Zaehle, T., Kam, J. W. Y., Kaufmann, J., Heinze, H., Hinrichs, H., Knight, R. T., et al. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.02.046 · Cited by 66

Flexible modulation of sequence generation in the entorhinal–hippocampal system

McNamee, D., Stachenfeld, K., Botvinick, M., & Gershman, S. J. (2021) · Nature Neuroscience · doi:10.1038/s41593-021-00831-7 · Cited by 69

Do temporal processes underlie left hemisphere dominance in speech perception?

Scott, S. K., & McGettigan, C. (2013) · Brain and Language · doi:10.1016/j.bandl.2013.07.006 · Cited by 67

Muscarinic Receptors, from Synaptic Plasticity to its Role in Network Activity

de Sevilla, D. F., Núñez, Á., & Buño, W. (2020) · Neuroscience · doi:10.1016/j.neuroscience.2020.04.005 · Cited by 67

Theta-Rhythmic Oscillation of Working Memory Performance

Pomper, U., & Ulrich Ansorge, A. (2021) · Psychological Science · doi:10.1177/09567976211013045 · Cited by 65

Characterization of Cortical Networks and Corticocortical Functional Connectivity Mediating Arbitrary Visuomotor Mapping

Brovelli, A., Chicharro, D., Badier, J., Wang, H., & Jirsa, V. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.4892-14.2015 · Cited by 61

Rigor and replication in time-frequency analyses of cognitive electrophysiology data

Cohen, M. X. (2016) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2016.02.001 · Cited by 65

Perturbation of theta-gamma coupling at the temporal lobe hinders verbal declarative memory

de Lara, G., Alekseichuk, I., Turi, Z., Lehr, A., Antal, A., & Paulus, W. (2017) · Brain stimulation · doi:10.1016/j.brs.2017.12.007 · Cited by 67

Is conscious perception a series of discrete temporal frames?

White, P. A. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2018.02.012 · Cited by 70

Language deficits in schizophrenia and autism as related oscillatory connectomopathies: An evolutionary account

Murphy, E., & Benítez‐Burraco, A. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.07.029 · Cited by 66

Genome‐wide association analysis links multiple psychiatric liability genes to oscillatory brain activity

Smit, D. J. A., Wright, M. J., Meyers, J. L., Martin, N. G., Ho, Y. Y. W., Malone, S. M., Zhang, J., Burwell, S. J., Chorlian, D. B., de Geus, E. J. C., et al. (2018) · Human Brain Mapping · doi:10.1002/hbm.24238 · Cited by 65

Tracking Transient Changes in the Neural Frequency Architecture: Harmonic Relationships between Theta and Alpha Peaks Facilitate Cognitive Performance

Rodriguez‐Larios, J., & Alaerts, K. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.2919-18.2019 · Cited by 64

Input-Dependent Frequency Modulation of Cortical Gamma Oscillations Shapes Spatial Synchronization and Enables Phase Coding

Lowet, E., Roberts, M. J., Hadjipapas, A., Peter, A., van der Eerden, J. P. J. M., & Weerd, P. D. (2015) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1004072 · Cited by 65

Neurophysiological signatures of Alzheimer’s disease and frontotemporal lobar degeneration: pathology versus phenotype

Sami, S. A. K., Williams, N., Hughes, L. E., Cope, T., Rittman, T., Coyle-Gilchrist, I. T. S., Henson, R. N., & Rowe, J. B. (2018) · Brain · doi:10.1093/brain/awy180 · Cited by 61

Measuring transient phase-amplitude coupling using local mutual information

Martínez-Cancino, R., Heng, J., Arnaud Delorme, A., Kreutz-Delgado, K., Sotero, R. C., & Makeig, S. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.10.034 · Cited by 64

Memory systems 2018 – Towards a new paradigm

Ferbinteanu, J. (2018) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2018.11.005 · Cited by 75

The Haken–Kelso–Bunz (HKB) model: from matter to movement to mind

Kelso, J. A. S. (2021) · Biological Cybernetics · doi:10.1007/s00422-021-00890-w · Cited by 74

Impaired cognitive discrimination and discoordination of coupled theta–gamma oscillations in Fmr1 knockout mice

Radwan, B., Dvorak, D., & Fenton, A. A. (2016) · Neurobiology of Disease · doi:10.1016/j.nbd.2016.01.003 · Cited by 63

Memory entrainment by visually evoked theta-gamma coupling

Köster, M., Martens, U., & Gruber, T. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.12.002 · Cited by 67

SHAP value-based ERP analysis (SHERPA): Increasing the sensitivity of EEG signals with explainable AI methods

Sylvester, S., Sagehorn, M., Gruber, T., Atzmueller, M., & Schöne, B. (2024) · Behavior Research Methods · doi:10.3758/s13428-023-02335-7 · Cited by 68

Dynamic modulation of theta–gamma coupling during rapid eye movement sleep

Bandarabadi, M., Boyce, R., Herrera, C. G., Bassetti, C. L., Williams, S., Schindler, K. A., & Adamantidis, A. (2019) · SLEEP · doi:10.1093/sleep/zsz182 · Cited by 75

Human Anterior Insula Encodes Performance Feedback and Relays Prediction Error to the Medial Prefrontal Cortex

Billeke, P. B., Ossandón, T., Perrone‐Bertolotti, M., Kahane, P., Bastin, J., Jerbi, K., Lachaux, J.-P., & Fuentealba, P. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa017 · Cited by 61

Gamma band oscillations in the early phase of psychosis: A systematic review

Reilly, T. J., Nottage, J. F., Studerus, E., Rutigliano, G., Micheli, A. D., Fusar‐Poli, P., & McGuire, P. K. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.04.006 · Cited by 64

Prefrontal theta modulates sensorimotor gamma networks during the reorienting of attention

Spooner, R. K., Wiesman, A. I., Proskovec, A. L., Heinrichs‐Graham, E., & Wilson, T. W. (2019) · Human Brain Mapping · doi:10.1002/hbm.24819 · Cited by 62

The Control of Movements via Motor Gamma Oscillations

Ulloa, J. L. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.787157 · Cited by 69

In Vitro Recordings of Human Neocortical Oscillations

Florez, C. M., McGinn, R. J., Lukankin, V., Marwa, I., Sugumar, S., Dian, J. A., Hazrati, L., Carlen, P. L., Zhang, L., & Valiante, T. A. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht235 · Cited by 62

A common short-term memory retrieval rate may describe many cognitive procedures

Vergauwe, E., & Cowan, N. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00126 · Cited by 60

Targeting neural oscillations with transcranial alternating current stimulation

Riddle, J., & Frӧhlich, F. (2021) · Brain Research · doi:10.1016/j.brainres.2021.147491 · Cited by 61

The neural correlates of subjectively perceived and passively matched loudness perception in auditory phantom perception

Ridder, D. D., Congedo, M., & Vanneste, S. (2015) · Brain and Behavior · doi:10.1002/brb3.331 · Cited by 61

Transcranial Alternating Current Stimulation in Patients with Chronic Disorder of Consciousness: A Possible Way to Cut the Diagnostic Gordian Knot?

Naro, A., Bramanti, P., Leo, A., Russo, M., & Calabrò, R. S. (2016) · Brain Topography · doi:10.1007/s10548-016-0489-z · Cited by 61

Five Decades of Hippocampal Place Cells and EEG Rhythms in Behaving Rats

Colgin, L. L. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.0741-19.2019 · Cited by 62

Anxiety-Like Behavioural Inhibition Is Normative under Environmental Threat-Reward Correlations

Bach, D. R. (2015) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1004646 · Cited by 62

Theta-gamma coupling binds visual perceptual features in an associative memory task

Köster, M., Finger, H., Graetz, S., Kater, M., & Gruber, T. (2018) · Scientific Reports · doi:10.1038/s41598-018-35812-7 · Cited by 66

Chronic pain as a brain imbalance between pain input and pain suppression

Vanneste, S., & Ridder, D. D. (2021) · Brain Communications · doi:10.1093/braincomms/fcab014 · Cited by 60

The Spectro-Contextual Encoding and Retrieval Theory of Episodic Memory

Watrous, A. J., & Ekstrom, A. D. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00075 · Cited by 65

Dynamical systems, attractors, and neural circuits

Miller, P. C. (2016) · F1000Research · doi:10.12688/f1000research.7698.1 · Cited by 61

Visual attention and neural oscillations in reading and dyslexia: Are they possible targets for remediation?

Vidyasagar, T. R. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.02.009 · Cited by 59

Spatial Reference Memory is Associated with Modulation of Theta–Gamma Coupling in the Dentate Gyrus

Bott, J.-B., Muller, M., Jackson, J., Aubert, J., Cassel, J., Mathis, C., & Goutagny, R. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhv177 · Cited by 59

The impact of age and sex on the oscillatory dynamics of visuospatial processing

Wiesman, A. I., & Wilson, T. W. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.10.036 · Cited by 58

Hexadirectional Modulation of Theta Power in Human Entorhinal Cortex during Spatial Navigation

Chen, D., Kunz, L., Wang, W., Zhang, H., Wang, W.-X., Schulze‐Bonhage, A., Reinacher, P. C., Zhou, W., Liang, S., Axmacher, N., et al. (2018) · Current Biology · doi:10.1016/j.cub.2018.08.029 · Cited by 63

Dynamic connectivity modulates local activity in the core regions of the default-mode network

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Electroencephalographic Cross-Frequency Coupling as a Sign of Disease Progression in Patients With Mild Cognitive Impairment: A Pilot Study

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