Visualisation of synchronous firing in multi-dimensional spike trains

BioSystems

Volumn 67, Issue 1-3, 2002, Pages 265-279

  Stuart, L ^a   Walter, M ^a   Borisyuk, R ^a,b  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

^b INSTITUTE OF MATHEMATICAL PROBLEMS OF BIOLOGY   (Russian Federation)

Author keywords

Gravity transform; Information visualisation; Multi dimensional spike trains; Parallel coordinates; Principal component analysis; Synchronous activity

Indexed keywords

NEUROLOGY;

ALGORITHM; CONFERENCE PAPER; GRAVITY; INFORMATION PROCESSING; PRINCIPAL COMPONENT ANALYSIS; SPIKE; ACTION POTENTIAL; ARTICLE; NERVE CELL; PHYSIOLOGY;

ACTION POTENTIALS; ALGORITHMS; NEURONS;

EID: 0036812478     PISSN: 03032647     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0303-2647(02)00084-9     Document Type: Conference Paper

References (13)

1. Baker S.N., Gerstein G.L. Improvements to the sensitivity of the gravitational clustering for multiple neuron recordings. Neural Comput. 12:2000;2597-2620.
2. Biswas G., Jain A.K., Dubes R.C. Evaluation of projection algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 12:(6):1981;701-708.
3. Borisyuk R.M., Borisyuk G.N. Information coding on the basis of synchronisation of neuronal activity. BioSystems. 40:1997;3-10.
4. Fries P., Neuenschwander S., Engel A.K., Goebel R., Singer W. Rapid feature selective neuronal synchronization through correlated latency shifting. Nat. Neurosci. 4:(2):2001;194-200.
5. Fua, Y., Ward, M., Rundensteiner, E., 1999. Hierarchical parallel coordinates for exploration of large datasets. In: Proceedings of Visualization'99, pp. 58-64.
6. Gerstein G.L., Aertsen A.M. Representation of cooperative firing activity among simultaneously recorded neurons. J. Neurophysiol. 54:(6):1985;1513-1528.
7. Gerstein G.L., Perkel D.H., Dayhoff J.E. Cooperative firing activity in simultaneously recorded populations of neurons: detection and measurement. J. Neurosci. 5:(4):1985;881-889.
8. Gnanadesikan R., Wilk M.B. Data analytic methods in multivariate statistical analysis. Multivariate Anal. 2:1969;593-638.
9. Inselberg, A., Dimsdale, B., 1990. Parallel coordinates: A tool for visualising multi-dimensional geometry. In: Proceedings of Visualization'90, pp. 361-378.
10. Press W.H., Teukolsky S.A., Vetterling W.T., Flannerty B.P. Numerical Recipes in C: the Art of Scientific Computing. second ed. 1992;Cambridge University Press, New York.
11. Sammon J.W. Jr. A nonlinear mapping for data structure analysis. IEEE Trans. Comput. C-18:(5):1969;401-409.
12. STATLIB. http://lib.stat.cmu.edu/multi/.
13. Wegman E.J. Hyper-dimensional data analysis using parallel coordinates. J. Am. Stat. Assoc. 411:(85):1990;664-675.