In recent years three time-resolved measures of spike train synchrony have been proposed, the ISI-distance, the SPIKE-distance, and event synchronization. The Matlab source codes for calculating and visualizing these measures have been made publicly available. However, due to the many different possible representations of the results the use of these codes is rather complicated and their application requires some basic knowledge of Matlab. Thus it became desirable to provide a more user-friendly and interactive interface. Here we address this need and present SPIKY, a graphical user interface which facilitates the application of time-resolved measures of spike train synchrony to both simulated and real data. SPIKY includes implementations of the ISI-distance, the SPIKE-distance and SPIKE-synchronization (an improved and simplified extension of event synchronization) which have been optimized with respect to computation speed and memory demand.

SPIKY: A graphical user interface for monitoring spike train synchrony / Kreuz, Thomas; Mulansky, Mario; Bozanic, Nebojsa. - In: JOURNAL OF NEUROPHYSIOLOGY. - ISSN 0022-3077. - ELETTRONICO. - 113:(2015), pp. 3432-3445. [10.1152/jn.00848.2014]

SPIKY: A graphical user interface for monitoring spike train synchrony

KREUZ, THOMAS;BOZANIC, NEBOJSA
2015

Abstract

In recent years three time-resolved measures of spike train synchrony have been proposed, the ISI-distance, the SPIKE-distance, and event synchronization. The Matlab source codes for calculating and visualizing these measures have been made publicly available. However, due to the many different possible representations of the results the use of these codes is rather complicated and their application requires some basic knowledge of Matlab. Thus it became desirable to provide a more user-friendly and interactive interface. Here we address this need and present SPIKY, a graphical user interface which facilitates the application of time-resolved measures of spike train synchrony to both simulated and real data. SPIKY includes implementations of the ISI-distance, the SPIKE-distance and SPIKE-synchronization (an improved and simplified extension of event synchronization) which have been optimized with respect to computation speed and memory demand.
2015
113
3432
3445
Kreuz, Thomas; Mulansky, Mario; Bozanic, Nebojsa
File in questo prodotto:
File Dimensione Formato  
Kreuz_JNeurophysiol_2015_SPIKY.pdf

Accesso chiuso

Tipologia: Pdf editoriale (Version of record)
Licenza: Open Access
Dimensione 642.43 kB
Formato Adobe PDF
642.43 kB Adobe PDF   Richiedi una copia

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1009543
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 46
  • ???jsp.display-item.citation.isi??? 41
social impact