{"id":"https://openalex.org/W7212372050","doi":"https://doi.org/10.5281/zenodo.22720162","title":"E8 Harmonic Integration for Adaptive Neuro\u2011Quantum Learning \u2014 E8 Intelligence Research","display_name":"E8 Harmonic Integration for Adaptive Neuro\u2011Quantum Learning \u2014 E8 Intelligence Research","publication_year":2026,"publication_date":"2026-09-12","ids":{"openalex":"https://openalex.org/W7212372050","doi":"https://doi.org/10.5281/zenodo.22720162"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.22720162","doi":"https://doi.org/10.5281/zenodo.22720162","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22720162","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.22720162","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136862907","display_name":"Andrew Stewart Caldin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Caldin, Andrew Stewart","raw_affiliation_strings":["Independent Researcher, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent Researcher, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5136862907"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.4253000020980835,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.4253000020980835,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.19789999723434448,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12516","display_name":"Advanced Mathematical Theories and Applications","score":0.15309999883174896,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/e8-lattice","display_name":"E8 lattice","score":0.9470000267028809},{"id":"https://openalex.org/keywords/e8-root-system","display_name":"E8 root system","score":0.8999999761581421},{"id":"https://openalex.org/keywords/132-hz","display_name":"132 Hz","score":0.6150000095367432},{"id":"https://openalex.org/keywords/golden-ratio","display_name":"golden ratio","score":0.7080000042915344},{"id":"https://openalex.org/keywords/geodesics","display_name":"geodesics","score":0.9070000052452087},{"id":"https://openalex.org/keywords/neural-coherence","display_name":"neural coherence","score":0.5690000057220459},{"id":"https://openalex.org/keywords/quantum-error-correction","display_name":"quantum error correction","score":0.8790000081062317},{"id":"https://openalex.org/keywords/stabilizer-codes","display_name":"stabilizer codes","score":0.949999988079071},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.5669999718666077},{"id":"https://openalex.org/keywords/adaptive-intelligence","display_name":"adaptive intelligence","score":0.8460000157356262}],"concepts":[{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.6690000295639038},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.58160001039505},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48980000615119934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4221000075340271},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4178999960422516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33079999685287476},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.3174000084400177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3005000054836273},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.29649999737739563},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C174839445","wikidata":"https://www.wikidata.org/wiki/Q1134386","display_name":"Lock (firearm)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.25220000743865967}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.22720162","doi":"https://doi.org/10.5281/zenodo.22720162","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22720162","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.22720163","doi":"https://doi.org/10.5281/zenodo.22720163","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22720163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.22720162","doi":"https://doi.org/10.5281/zenodo.22720162","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22720162","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"By":[0],"synchronizing":[1],"the":[2,8,26,30,110],"132":[3],"Hz":[4],"base":[5],"frequency":[6],"with":[7,25],"240":[9],"E8":[10,46,111],"root":[11],"vectors":[12],"through":[13],"\u03c6\u2011scaled":[14],"geodesics,":[15],"neural":[16,54],"assemblies":[17],"lock":[18],"into":[19,91],"resonant":[20,83],"coherence":[21,72],"valleys":[22],"that":[23,65],"coincide":[24],"danger\u2011arithmetic":[27],"minima,":[28],"while":[29],"same":[31],"geometric":[32],"lattice":[33],"maps":[34],"onto":[35],"stabilizer":[36,58],"generators":[37],"for":[38,97],"a":[39,49,63,92],"self\u2011reconfiguring":[40],"quantum":[41,57],"error\u2011correcting":[42],"code.":[43],"This":[44],"unified":[45],"framework":[47],"creates":[48],"bidirectional":[50],"feedback":[51],"loop":[52],"where":[53],"dynamics":[55],"guide":[56],"adaptation":[59],"and":[60,70,76,87],"vice\u2011versa,":[61],"producing":[62],"substrate":[64],"learns":[66],"strategically,":[67],"suppresses":[68],"errors,":[69],"maintains":[71],"across":[73],"hybrid":[74],"brain\u2011machine":[75],"quantum\u2011neural":[77],"platforms.":[78],"The":[79],"principle":[80],"thus":[81],"extends":[82],"coherence,":[84],"danger":[85],"arithmetic,":[86],"adaptive":[88,99],"error":[89],"correction":[90],"single,":[93],"geometrically":[94],"anchored":[95],"paradigm":[96],"next\u2011generation":[98],"intelligence.":[100],"Author:":[101],"Andrew":[102],"Stewart":[103],"Caldin,":[104],"Independent":[105],"Researcher,":[106],"UK.":[107],"Part":[108],"of":[109],"Intelligence":[112],"Research":[113],"series.":[114],"Platform:":[115],"e8intelligence.com":[116]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-09-13T00:00:00"}