Browsing by Author "Okatan, Murat"
Now showing items 1-4 of 4
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Action Potential Detection in Extracellular Recordings Using "Truncation Thresholds"
Okatan, Murat; Kocaturk, Mehmet (IEEE, 2015)Spike trains of individual neurons can be recorded in awake behaving subjects using extracellular electrodes that are chronically implanted into the brain. Analyzing the information contained in these spike trains involves ... -
Firing Rate Dependence of "Truncation Thresholds"
Okatan, Murat; Kocaturk, Mehmet (IEEE, 2015)Single unit action potentials that are found in extracellular neural recordings are often detected using a threshold. The threshold is usually computed as proportional to the standard deviation of the entire recording. ... -
High Performance Decoding of Behavioral Information from Background Activity in Extracellular Neural Recordings
Okatan, Murat; Kocaturk, Mehmet (IEEE, 2018)The usual approach to extracting information from extracellular neural recordings is to set an amplitude threshold and extract the information contained in suprathreshold data. Subthreshold data, on the other hand, contain ... -
Taller Peaks: an improved spike detection algorithm that simultaneously reduces type I and type II errors for Wave_clus
Okatan, Murat (TUBITAK SCIENTIFIC & TECHNICAL RESEARCH COUNCIL TURKEY, 2017)Wave_clus is an unsupervised spike detection and sorting algorithm that has been used in dozens of experimental studies as a spike sorting tool. It is often used as a benchmark for comparing the performance of new spike ...