Visualisation of synchronous firing in multi-dimensional spike trains
| dc.contributor.author | Stuart, EJ | |
| dc.contributor.author | Walter, M | |
| dc.contributor.author | Borisyuk, Roman | |
| dc.date.accessioned | 2017-02-20T14:02:23Z | |
| dc.date.available | 2017-02-20T14:02:23Z | |
| dc.date.issued | 2002-10 | |
| dc.identifier.issn | 0303-2647 | |
| dc.identifier.issn | 1872-8324 | |
| dc.identifier.other | PII S0303-2647(02)00084-9 | |
| dc.identifier.uri | http://hdl.handle.net/10026.1/8547 | |
| dc.description | File replaced (incorrect version) on 28/7/2022 by KT (LDS). | |
| dc.description.abstract |
The gravity transform algorithm is used to study the dependencies in firing of multi-dimensional spike trains. The pros and cons of this algorithm are discussed and the necessity for improved representation of output data is demonstrated. Parallel coordinates are introduced to visualise the results of the gravity transform and principal component analysis (PCA) is used to reduce the quantity of data represented whilst minimising loss of information. | |
| dc.format.extent | 265-279 | |
| dc.format.medium | ||
| dc.language | en | |
| dc.language.iso | eng | |
| dc.publisher | Elsevier BV | |
| dc.subject | multi-dimensional spike trains | |
| dc.subject | synchronous activity | |
| dc.subject | information visualisation | |
| dc.subject | parallel coordinates | |
| dc.subject | gravity transform | |
| dc.subject | principal component analysis | |
| dc.title | Visualisation of synchronous firing in multi-dimensional spike trains | |
| dc.type | journal-article | |
| dc.type | Journal Article | |
| dc.type | Research Support, Non-U.S. Gov't | |
| plymouth.author-url | https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000179954700030&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=11bb513d99f797142bcfeffcc58ea008 | |
| plymouth.issue | 1-3 | |
| plymouth.volume | 67 | |
| plymouth.publication-status | Published | |
| plymouth.journal | Biosystems | |
| dc.identifier.doi | 10.1016/s0303-2647(02)00084-9 | |
| plymouth.organisational-group | /Plymouth | |
| plymouth.organisational-group | /Plymouth/Faculty of Science and Engineering | |
| plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA | |
| plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA/UoA11 Computer Science and Informatics | |
| plymouth.organisational-group | /Plymouth/Users by role | |
| plymouth.organisational-group | /Plymouth/Users by role/Academics | |
| plymouth.organisational-group | /Plymouth/Users by role/Researchers in ResearchFish submission | |
| dc.publisher.place | Ireland | |
| dc.identifier.eissn | 1872-8324 | |
| dc.rights.embargoperiod | Not known | |
| rioxxterms.versionofrecord | 10.1016/s0303-2647(02)00084-9 | |
| rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
| rioxxterms.type | Journal Article/Review |
