The primary aim is to develop mathematically principled frameworks that improve the measurement and characterisation of complex neural systems, specifically long-memory structure, critical dynamics, and heavy-tailed nonstationary behaviour in neural time series data. In particular, investigation of the instability of classical long-range dependence estimators outside ideal statistical regimes and its impact on the ambiguity surrounding the critical brain hypothesis. This research ultimately aims to enhance the reliability of neural-dynamics inferences, more clearly differentiate genuine long-range dependence from statistical artefacts, and strengthen the mathematical foundations for interpretable and biologically informed brain network models.<\/p>\n","protected":false},"excerpt":{"rendered":"
The primary aim is to develop mathematically principled frameworks that improve the measurement and characterisation of complex neural systems, specifically long-memory structure, critical dynamics, and heavy-tailed nonstationary behaviour in neural…Read More ><\/a><\/p>\n","protected":false},"author":311,"featured_media":0,"parent":1432,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"__cvm_playback_settings":[],"__cvm_video_id":"","footnotes":""},"coauthors":[22],"class_list":["post-1885","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/pages\/1885","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/users\/311"}],"replies":[{"embeddable":true,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/comments?post=1885"}],"version-history":[{"count":2,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/pages\/1885\/revisions"}],"predecessor-version":[{"id":1887,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/pages\/1885\/revisions\/1887"}],"up":[{"embeddable":true,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/pages\/1432"}],"wp:attachment":[{"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/media?parent=1885"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/research.reading.ac.uk\/bel\/wp-json\/wp\/v2\/coauthors?post=1885"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}