@inproceedings{11777fd5ae1f486f91386a8e1881f8a5,
title = "Applying the string method to extract bursting information from microelectrode recordings in subthalamic nucleus and substantia nigra",
abstract = "This paper proposes that bursting characteristics can be effective parameters in classifying and identifying neural activities from subthalamic nucleus (STN) and substantia nigra (SNr). The string method was performed to quantify bursting patterns in microelectrode recordings into indexes. Inter-spike-interval (ISI) was used as one of the independent variables to examine effectiveness and consistency of the method. The results show consistent findings about bursting patterns in STN and SNr data across all ISI constraints. Neurons in STN tend to release a larger number of bursts with fewer spikes in the bursts. Neurons in SNr produce a smaller number of bursts with more spikes in the bursts. According to our statistical evaluation, 50 and 80 ms are suggested as the optimal ISI constraint to classify STN and SNr's bursting patterns by the string method.",
keywords = "Burst, Inter-spike-interval, Microelectrode, Substantia nigra, Subthalamic nucleus",
author = "Chao, \{Pei Kuang\} and Chan, \{Hsiao Lung\} and Tony Wu and Lin, \{Ming An\} and Lee, \{Shih Tseng\}",
year = "2008",
doi = "10.1007/978-3-540-69158-7\_6",
language = "英语",
isbn = "3540691545",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
number = "PART 1",
pages = "48--53",
booktitle = "Neural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers",
edition = "PART 1",
note = "14th International Conference on Neural Information Processing, ICONIP 2007 ; Conference date: 13-11-2007 Through 16-11-2007",
}