“…Intraoperative electrophysiological recordings for the accurate localization of STN have been a vital step for DBS electrode implantation (Zonenshayn et al, 2000;Sterio et al, 2002;Amirnovin et al, 2006;Gross et al, 2006;Abosch et al, 2013;Campbell et al, 2019). SUA has been the most commonly used electrophysiological signal for targeting (Gross et al, 2006;Abosch et al, 2013;Campbell et al, 2019), which strongly relies on subjective interpretation of single unit firings (Benazzouz et al, 2002;Benabid et al, 2009;Marceglia et al, 2010;Abosch et al, 2013). Recently, there have been reports to ameliorate this disadvantage by identifying and clustering firing types (Kaku et al, 2019(Kaku et al, , 2020 or by detecting entry and exit of the STN automatically (Wong et al, 2009;Zaidel et al, 2009;Pinzon-Morales et al, 2011;Valsky et al, 2017;Thompson et al, 2018).…”