{"doi":"10.1109/roma55875.2022.9915664","title":"EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity","abstract":null,"journal":"2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation (ROMA)","year":2022,"id":667452,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1561384,"name":"Yasir Hafeez","orcid":null,"position":1,"is_corresponding":false},{"id":1743000,"name":"Mohammed Faruque Reza","orcid":null,"position":2,"is_corresponding":false},{"id":1561389,"name":"Syed Hasan Adil","orcid":null,"position":3,"is_corresponding":false},{"id":1743001,"name":"Rumaisa Abu Hasan","orcid":null,"position":4,"is_corresponding":false},{"id":1561382,"name":"Syed Saad Azhar Ali","orcid":null,"position":5,"is_corresponding":false},{"id":1561390,"name":"Hafeez Ullah Amin","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity","abstract":"In this study, cortical brain activity during a pattern matching task (PMT) was measured by employing electroencephalography (EEG). The EEG data were recorded from 128 scalp locations during a pattern-matching task and in rest conditions (eyes open and eyes closed). Spectral Analysis of EEG frequency bands reflected a significant (p<0.025) difference between baseline and PMT task. The EEG activity in slow waves (delta: 0.5 to 3 Hz and theta: 4 to 7 Hz) was high during PMT in frontal regions, while EEG activity in fast waves (Beta: 14 to 20 Hz and Gamma: 21 to 30 Hz) was reduced in parietal and occipital regions as compared to the frontal region. The changes in EEG medium waves (alpha: 8 to 13 Hz) was high in frontal, central, and temporal regions, while depressed in parietal, parieto-occipital and occipital regions. The results show high cortical activations in different brain regions during solving pattern-matching task as compared to baseline resting conditions. The study has implications for thinking and decision-making situation, such as object recognition, visual comparison, and consumer choice.","is_dataset_classified":null,"base_score":0.0,"endowment":0.0,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"19162232","pmcid":null,"openalex_id":"https://openalex.org/W4312548550","authors":[],"funders":[],"total_grants":0,"fwci":0.0,"citation_percentile":0.186121,"influential_citations":0,"citation_trend":[],"oa_status":"closed","license":"https://doi.org/10.15223/policy-029","oa_locations":[{"url":"http://xplorestaging.ieee.org/ielx7/9915655/9915656/09915664.pdf?arnumber=9915664","host_type":"publisher"},{"url":"https://doi.org/10.1109/roma55875.2022.9915664","host_type":""},{"url":"https://www.proceedings.com/65890.html","host_type":"repository"}],"fields_of_study":["EEG and Brain-Computer Interfaces","Neural and Behavioral Psychology Studies","Neural dynamics and brain function"],"mesh_terms":[],"keywords":["Electroencephalography","Brain activity and meditation","Alpha wave","Pattern recognition (psychology)","Scalp","Psychology","Cognition","Artificial intelligence","Audiology","Neuroscience","Computer science","Medicine","Anatomy"],"sdg_mappings":[{"sdg_number":0,"sdg_label":"Peace, Justice and strong institutions"}],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-13T17:55:43.707111Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}