Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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TY - GEN
T1 - Functional synchrony for point processes
AU - Park, Juhyun
PY - 2014
Y1 - 2014
N2 - We consider the problem of defining a measure of association between multiple point processes. Motivated by the idea of neuronal synchrony between the spike train signals, we propose a measure of functional synchrony based on the convolution of the processes. We show that allowing for flexibility in the choice of the kernel functions leads to the formulation of the problem as a penalised functional CCA (canonical correlation analysis).
AB - We consider the problem of defining a measure of association between multiple point processes. Motivated by the idea of neuronal synchrony between the spike train signals, we propose a measure of functional synchrony based on the convolution of the processes. We show that allowing for flexibility in the choice of the kernel functions leads to the formulation of the problem as a penalised functional CCA (canonical correlation analysis).
M3 - Conference contribution/Paper
SN - 8874887639
SP - 203
EP - 208
BT - Contributions in infinite-dimensional statistics and related topics
PB - Societa Editorice Esculapio
ER -