Aftereffects of frontoparietal theta tACS on verbal working memory: Behavioral and neurophysiological analysis Article Swipe
YOU?
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· 2022
· Open Access
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· DOI: https://doi.org/10.1016/j.ibneur.2022.10.013
Verbal working memory is supported by a left-lateralized frontoparietal theta oscillatory (4-8 Hz) network. We tested whether stimulating the left frontoparietal network at theta frequency during verbal working memory can produce observable after-stimulation effects in behavior and neurophysiology. Weak theta-band alternating electric currents were delivered via two 4 × 1 HD electrode arrays centered at F3 and P3. Three stimulation configurations, including in-phase, anti-phase, or sham, were tested on three different days in a cross-over (within-subject) design. On each test day, the subject underwent three experimental sessions: pre-, during- and post-stimulation sessions. In all sessions, the subject performed a Sternberg verbal working memory task with three levels of memory load (load 2, 4 and 6), imposing three levels of cognitive demand. Analyzing behavioral and EEG data from the post-stimulation session, we report two main observations. First, in-phase stimulation improved task performance in subjects with higher working memory capacity (WMC) under higher memory load (load 6). Second, in-phase stimulation enhanced frontoparietal theta synchrony during working memory retention in subjects with higher WMC under higher memory loads (load 4 and load 6), and the enhanced frontoparietal theta synchronization is mainly driven by enhanced frontal→parietal theta Granger causality. These observations suggest that (1) in-phase theta transcranial alternating current stimulation (tACS) during verbal working memory can result in observable behavioral and neurophysiological consequences post stimulation, (2) the short-term plasticity effects are state- and individual-dependent, and (3) enhanced executive control underlies improved behavioral performance.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.ibneur.2022.10.013
- OA Status
- gold
- Cited By
- 25
- References
- 73
- Related Works
- 10
- OpenAlex ID
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Raw OpenAlex JSON
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https://openalex.org/W4307851613Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1016/j.ibneur.2022.10.013Digital Object Identifier
- Title
-
Aftereffects of frontoparietal theta tACS on verbal working memory: Behavioral and neurophysiological analysisWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2022Year of publication
- Publication date
-
2022-11-01Full publication date if available
- Authors
-
Zhenhong Hu, Immanuel Babu Henry Samuel, Sreenivasan Meyyappan, Ke Bo, Chandni Rana, Mingzhou DingList of authors in order
- Landing page
-
https://doi.org/10.1016/j.ibneur.2022.10.013Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.ibneur.2022.10.013Direct OA link when available
- Concepts
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Working memory, Psychology, Neurophysiology, Transcranial alternating current stimulation, Stimulation, Brain stimulation, Electroencephalography, Neuroscience, Audiology, Cognition, Transcranial magnetic stimulation, MedicineTop concepts (fields/topics) attached by OpenAlex
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25Total citation count in OpenAlex
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2025: 10, 2024: 10, 2023: 5Per-year citation counts (last 5 years)
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73Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| primary_topic.score | 0.9995999932289124 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2805 |
| primary_topic.subfield.display_name | Cognitive Neuroscience |
| primary_topic.display_name | EEG and Brain-Computer Interfaces |
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| cited_by_count | 25 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 10 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 10 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 5 |
| locations_count | 4 |
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| best_oa_location.is_oa | True |
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| best_oa_location.source.issn | 2667-2421 |
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| best_oa_location.source.issn_l | 2667-2421 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | IBRO Neuroscience Reports |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.license | |
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| best_oa_location.raw_type | journal-article |
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| best_oa_location.is_published | True |
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| primary_location.id | doi:10.1016/j.ibneur.2022.10.013 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210237554 |
| primary_location.source.issn | 2667-2421 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2667-2421 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | IBRO Neuroscience Reports |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | IBRO Neuroscience Reports |
| primary_location.landing_page_url | https://doi.org/10.1016/j.ibneur.2022.10.013 |
| publication_date | 2022-11-01 |
| publication_year | 2022 |
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| referenced_works_count | 73 |
| abstract_inverted_index.1 | 49 |
| abstract_inverted_index.4 | 47, 112, 176 |
| abstract_inverted_index.a | 6, 73, 98 |
| abstract_inverted_index.2, | 111 |
| abstract_inverted_index.F3 | 55 |
| abstract_inverted_index.HD | 50 |
| abstract_inverted_index.In | 92 |
| abstract_inverted_index.On | 77 |
| abstract_inverted_index.We | 14 |
| abstract_inverted_index.at | 22, 54 |
| abstract_inverted_index.by | 5, 189 |
| abstract_inverted_index.in | 34, 72, 141, 166, 213 |
| abstract_inverted_index.is | 3, 186 |
| abstract_inverted_index.of | 107, 118 |
| abstract_inverted_index.on | 68 |
| abstract_inverted_index.or | 64 |
| abstract_inverted_index.we | 130 |
| abstract_inverted_index.× | 48 |
| abstract_inverted_index.(1) | 199 |
| abstract_inverted_index.(2) | 221 |
| abstract_inverted_index.(3) | 231 |
| abstract_inverted_index.6), | 114, 179 |
| abstract_inverted_index.6). | 154 |
| abstract_inverted_index.EEG | 124 |
| abstract_inverted_index.Hz) | 12 |
| abstract_inverted_index.P3. | 57 |
| abstract_inverted_index.WMC | 170 |
| abstract_inverted_index.all | 93 |
| abstract_inverted_index.and | 36, 56, 89, 113, 123, 177, 180, 216, 228, 230 |
| abstract_inverted_index.are | 226 |
| abstract_inverted_index.can | 29, 211 |
| abstract_inverted_index.the | 18, 81, 95, 127, 181, 222 |
| abstract_inverted_index.two | 46, 132 |
| abstract_inverted_index.via | 45 |
| abstract_inverted_index.(4-8 | 11 |
| abstract_inverted_index.Weak | 38 |
| abstract_inverted_index.data | 125 |
| abstract_inverted_index.day, | 80 |
| abstract_inverted_index.days | 71 |
| abstract_inverted_index.each | 78 |
| abstract_inverted_index.from | 126 |
| abstract_inverted_index.left | 19 |
| abstract_inverted_index.load | 109, 152, 178 |
| abstract_inverted_index.main | 133 |
| abstract_inverted_index.post | 219 |
| abstract_inverted_index.task | 103, 139 |
| abstract_inverted_index.test | 79 |
| abstract_inverted_index.that | 198 |
| abstract_inverted_index.were | 43, 66 |
| abstract_inverted_index.with | 104, 143, 168 |
| abstract_inverted_index.(WMC) | 148 |
| abstract_inverted_index.(load | 110, 153, 175 |
| abstract_inverted_index.These | 195 |
| abstract_inverted_index.Three | 58 |
| abstract_inverted_index.loads | 174 |
| abstract_inverted_index.pre-, | 87 |
| abstract_inverted_index.sham, | 65 |
| abstract_inverted_index.theta | 9, 23, 160, 184, 192, 201 |
| abstract_inverted_index.three | 69, 84, 105, 116 |
| abstract_inverted_index.under | 149, 171 |
| abstract_inverted_index.(tACS) | 206 |
| abstract_inverted_index.First, | 135 |
| abstract_inverted_index.Verbal | 0 |
| abstract_inverted_index.arrays | 52 |
| abstract_inverted_index.driven | 188 |
| abstract_inverted_index.during | 25, 162, 207 |
| abstract_inverted_index.higher | 144, 150, 169, 172 |
| abstract_inverted_index.levels | 106, 117 |
| abstract_inverted_index.mainly | 187 |
| abstract_inverted_index.memory | 2, 28, 102, 108, 146, 151, 164, 173, 210 |
| abstract_inverted_index.report | 131 |
| abstract_inverted_index.result | 212 |
| abstract_inverted_index.state- | 227 |
| abstract_inverted_index.tested | 15, 67 |
| abstract_inverted_index.verbal | 26, 100, 208 |
| abstract_inverted_index.Granger | 193 |
| abstract_inverted_index.Second, | 155 |
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| abstract_inverted_index.current | 204 |
| abstract_inverted_index.demand. | 120 |
| abstract_inverted_index.design. | 76 |
| abstract_inverted_index.during- | 88 |
| abstract_inverted_index.effects | 33, 225 |
| abstract_inverted_index.network | 21 |
| abstract_inverted_index.produce | 30 |
| abstract_inverted_index.subject | 82, 96 |
| abstract_inverted_index.suggest | 197 |
| abstract_inverted_index.whether | 16 |
| abstract_inverted_index.working | 1, 27, 101, 145, 163, 209 |
| abstract_inverted_index.behavior | 35 |
| abstract_inverted_index.capacity | 147 |
| abstract_inverted_index.centered | 53 |
| abstract_inverted_index.currents | 42 |
| abstract_inverted_index.electric | 41 |
| abstract_inverted_index.enhanced | 158, 182, 190, 232 |
| abstract_inverted_index.imposing | 115 |
| abstract_inverted_index.improved | 138, 236 |
| abstract_inverted_index.in-phase | 136, 156, 200 |
| abstract_inverted_index.network. | 13 |
| abstract_inverted_index.session, | 129 |
| abstract_inverted_index.subjects | 142, 167 |
| abstract_inverted_index.Analyzing | 121 |
| abstract_inverted_index.Sternberg | 99 |
| abstract_inverted_index.cognitive | 119 |
| abstract_inverted_index.delivered | 44 |
| abstract_inverted_index.different | 70 |
| abstract_inverted_index.electrode | 51 |
| abstract_inverted_index.executive | 233 |
| abstract_inverted_index.frequency | 24 |
| abstract_inverted_index.in-phase, | 62 |
| abstract_inverted_index.including | 61 |
| abstract_inverted_index.performed | 97 |
| abstract_inverted_index.retention | 165 |
| abstract_inverted_index.sessions, | 94 |
| abstract_inverted_index.sessions. | 91 |
| abstract_inverted_index.sessions: | 86 |
| abstract_inverted_index.supported | 4 |
| abstract_inverted_index.synchrony | 161 |
| abstract_inverted_index.underlies | 235 |
| abstract_inverted_index.underwent | 83 |
| abstract_inverted_index.behavioral | 122, 215, 237 |
| abstract_inverted_index.causality. | 194 |
| abstract_inverted_index.cross-over | 74 |
| abstract_inverted_index.observable | 31, 214 |
| abstract_inverted_index.plasticity | 224 |
| abstract_inverted_index.short-term | 223 |
| abstract_inverted_index.theta-band | 39 |
| abstract_inverted_index.alternating | 40, 203 |
| abstract_inverted_index.anti-phase, | 63 |
| abstract_inverted_index.oscillatory | 10 |
| abstract_inverted_index.performance | 140 |
| abstract_inverted_index.stimulating | 17 |
| abstract_inverted_index.stimulation | 59, 137, 157, 205 |
| abstract_inverted_index.consequences | 218 |
| abstract_inverted_index.experimental | 85 |
| abstract_inverted_index.observations | 196 |
| abstract_inverted_index.performance. | 238 |
| abstract_inverted_index.stimulation, | 220 |
| abstract_inverted_index.transcranial | 202 |
| abstract_inverted_index.observations. | 134 |
| abstract_inverted_index.frontoparietal | 8, 20, 159, 183 |
| abstract_inverted_index.configurations, | 60 |
| abstract_inverted_index.synchronization | 185 |
| abstract_inverted_index.(within-subject) | 75 |
| abstract_inverted_index.left-lateralized | 7 |
| abstract_inverted_index.neurophysiology. | 37 |
| abstract_inverted_index.post-stimulation | 90, 128 |
| abstract_inverted_index.after-stimulation | 32 |
| abstract_inverted_index.frontal→parietal | 191 |
| abstract_inverted_index.neurophysiological | 217 |
| abstract_inverted_index.individual-dependent, | 229 |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 97 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 6 |
| citation_normalized_percentile.value | 0.9278618 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |