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.
DOI
10.1016/s0303-2647(02)00084-9
Publication Date
2002-10-01
Publication Title
Biosystems
Volume
67
Issue
45352
Publisher
Elsevier BV
ISSN
0303-2647
Embargo Period
2024-11-22
First Page
265
Last Page
279
Recommended Citation
Stuart, L., Walter, M., & Borisyuk, R. (2002) 'Visualisation of synchronous firing in multi-dimensional spike trains', Biosystems, 67(45352), pp. 265-279. Elsevier BV: Available at: https://doi.org/10.1016/s0303-2647(02)00084-9
