“…Many scholars use the Horizontal Vertical Spectral Ratio (HVSR) Technique to observe soil properties that affect the vulnerability of sites to earthquake (Rezaei and Choobbasti, 2014;Nakamura, 1989;Paudyal et al, 2013;Fnais et al, 2010;Beroya et al, 2009;Jiyang et al, 2016;Stanko et al, 2017;Gosar, 2007;Mucciarelli et al, 2001;Pamuk et al, 2017). By utilizing the H/V ratio, the soil fundamental period (T0) and the amplification factor (Ag) of the site were determined (Tarabusi and Caputo, 2017;Stanko et al, 2017;Hardesty et al, 2010;Özdağ et al, 2015). By utilizing the H/V ratio, the soil fundamental period (T0) and the amplification factor (Ag) of the site were determined (Stanko et al, 2017;Tarabusi and Caputo, 2017;Hardesty et al, 2010;Özdağ et al, 2015) Artificial neural networks is a popular field that is applied in various applications to make categorization (Dimililer, 2012;Dimililer, 2013;Dimililer et al, 2017;Tavakoli and Kutanaei, 2014).…”