N. A. Abrahamson and W. J. Silva, Empirical Response Spectral Attenuation Relations for Shallow Crustal Earthquakes, Seismological Research Letters, vol.68, issue.1, pp.94-127, 1997.
DOI : 10.1785/gssrl.68.1.94

N. A. Abrahamson and W. J. Silva, Summary of the Abrahamson & Silva NGA ground motion relations, Earthquake Spectra 24, pp.67-97, 2008.

N. A. Abrahamson and R. R. Youngs, A stable algorithm for regression analyses using the random-effects model, Bull. Seismol. Soc. Am, vol.82, pp.505-510, 1992.

N. A. Abrahamson, W. J. Silva, and R. Kamai, Summary of the ASK14 Ground Motion Relation for Active Crustal Regions, Earthquake Spectra 30, pp.1025-1055, 2014.

I. Ahmad, M. Naggar, and A. N. Khan, Neural Network Based Attenuation of Strong Motion Peaks in Europe, Journal of Earthquake Engineering, vol.72, issue.2, pp.663-680, 2008.
DOI : 10.1016/0267-7261(92)90003-V

H. Akaike, Information theory and an extension of the maximum likelihood principle, Proc. of the 2nd International Symposium on Information Theory, pp.267-281, 1973.

K. Aki, Scaling law of seismic spectrum, Journal of Geophysical Research, vol.4, issue.1, pp.1217-1231, 1967.
DOI : 10.4294/jpe1952.4.63

S. Akkar and J. J. Bommer, Empirical Equations for the Prediction of PGA, PGV, and Spectral Accelerations in Europe, the Mediterranean Region, and the Middle East, Seismological Research Letters, vol.81, issue.2, pp.195-206, 2010.
DOI : 10.1785/gssrl.81.2.195

S. Akkar and Z. Çagnan, A Local Ground-Motion Predictive Model for Turkey, and Its Comparison with Other Regional and Global Ground-Motion Models, Bulletin of the Seismological Society of America, vol.100, issue.6, pp.2978-2995, 2010.
DOI : 10.1785/0120090367

S. Akkar, Z. Çagnan, E. Yenier, Ö. Erdogan, M. A. Sand?kkaya et al., The recently compiled Turkish strong motion database: preliminary investigation for seismological parameters, Journal of Seismology, vol.22, issue.3, pp.457-479, 2010.
DOI : 10.1785/gssrl.68.1.180

S. Akkar, M. A. Sand?kkaya, and J. J. Bommer, Empirical ground-motion models for point- and extended-source crustal earthquake scenarios in Europe and the Middle East, Bulletin of Earthquake Engineering, vol.96, issue.6, pp.359-387, 2014.
DOI : 10.1785/0120050122

S. Akkar, M. A. Sand?kkaya, M. Senyurt, A. S. Azari, B. Ö. Ay et al., Reference database for seismic ground-motion in Europe (RESORCE), Bulletin of Earthquake Engineering, vol.97, issue.3, pp.311-339, 2014.
DOI : 10.1029/92JB00132
URL : https://hal.archives-ouvertes.fr/hal-00979527

A. Atik, L. Abrahamson, N. Bommer, J. J. Scherbaum, F. Cotton et al., The Variability of Ground-Motion Prediction Models and Its Components, Seismological Research Letters, vol.81, issue.5, pp.794-801, 2010.
DOI : 10.1785/gssrl.81.5.794
URL : https://hal.archives-ouvertes.fr/insu-00564168

A. H. Alavi and A. H. Gandomi, Prediction of principal ground-motion parameters using a hybrid method coupling artificial neural networks and simulated annealing, Computers & Structures, vol.89, issue.23-24, pp.2176-2194, 2011.
DOI : 10.1016/j.compstruc.2011.08.019

T. I. Allen, W. , and D. J. , On the Use of High-Resolution Topographic Data as a Proxy for Seismic Site Conditions (VS30), Bulletin of the Seismological Society of America, vol.99, issue.2A, pp.935-943, 2009.
DOI : 10.1785/0120080255

N. N. Ambraseys, Preliminary analysis of European strong-motion data, Bull. Europ. Assn. Earthq. Eng, vol.4, pp.17-37, 1965.

N. Ambraseys, J. Douglas, S. K. Sarma, and P. M. Smit, Equations for the Estimation of Strong Ground Motions from Shallow Crustal Earthquakes Using Data from Europe and the Middle East: Horizontal Peak Ground Acceleration and Spectral Acceleration, Bulletin of Earthquake Engineering, vol.22, issue.4, pp.1-53, 2005.
DOI : 10.1785/gssrl.68.1.180
URL : https://hal.archives-ouvertes.fr/hal-00703348

N. Ambraseys, P. Smit, J. Douglas, B. Margaris, R. Sigbjornsson et al., Internet-Site for European Strong-Motion Data, pp.113-129, 2004.

J. G. Anderson, Expected Shape of Regressions for Ground-Motion Parameters on Rock, Bulletin of the Seismological Society of America, vol.90, issue.6B, pp.43-52, 2000.
DOI : 10.1785/0119960171

S. Aoi, T. Kunugi, and H. Fujiwara, STRONG-MOTION SEISMOGRAPH NETWORK OPERATED BY NIED: K-NET AND KiK-net, Journal of JAEE, vol.4, issue.3, 2004.
DOI : 10.5610/jaee.4.3_65

D. Assimaki, W. Li, J. H. Steidl, and K. Tsuda, Site Amplification and Attenuation via Downhole Array Seismogram Inversion: A Comparative Study of the 2003 Miyagi-Oki Aftershock Sequence, Bulletin of the Seismological Society of America, vol.98, issue.1, pp.301-330, 2008.
DOI : 10.1785/0120070030

P. Auer, H. Burgsteiner, and W. Maass, A learning rule for very simple universal approximators consisting of a single layer of perceptrons, Neural Networks, vol.21, issue.5, pp.786-795, 2008.
DOI : 10.1016/j.neunet.2007.12.036

P. Bard, H. Cadet, B. Endrun, M. Hobiger, F. Renalier et al., From Non-invasive Site Characterization to Site Amplification: Recent Advances in the Use of Ambient Vibration Measurements, Earthquake Engineering in Europe Geotechnical, Geological, and Earthquake Engineering books, pp.105-123, 2010.
DOI : 10.1007/978-90-481-9544-2_5
URL : https://hal.archives-ouvertes.fr/insu-00565407

D. Bindi, M. Massa, L. Luzi, G. Ameri, F. Pacor et al., Pan-European ground-motion prediction equations for the average horizontal component of PGA, PGV, and 5??%-damped PSA at spectral periods up to 3.0??s using the RESORCE dataset, Bulletin of Earthquake Engineering, vol.48, issue.4, pp.391-430, 2014.
DOI : 10.2307/1912934

D. Bindi, F. Pacor, L. Luzi, R. Puglia, M. Massa et al., Ground motion prediction equations derived from the Italian strong motion database, Bulletin of Earthquake Engineering, vol.97, issue.B8, pp.1899-1920, 2011.
DOI : 10.1029/92JB00132

J. J. Bommer and N. A. Abrahamson, Why Do Modern Probabilistic Seismic-Hazard Analyses Often Lead to Increased Hazard Estimates?, Bulletin of the Seismological Society of America, vol.96, issue.6, pp.1967-1977, 2006.
DOI : 10.1785/0120060043

J. J. Bommer, D. , and D. , Processing of European strong-motion records at Imperial College London, Proceedings of the COSMOS wokshop on record processing guidelines, 2004.

J. J. Bommer, J. Douglas, and F. O. Strasser, Style-of-faulting in ground-motion prediction equations, Bulletin of Earthquake Engineering, vol.1, issue.2, pp.171-203, 2003.
DOI : 10.1023/A:1026323123154

J. J. Bommer, J. Douglas, F. Scherbaum, F. Cotton, H. Bungum et al., On the Selection of Ground-Motion Prediction Equations for Seismic Hazard Analysis, Seismological Research Letters, vol.81, issue.5, pp.783-793, 2010.
DOI : 10.1785/gssrl.81.5.783
URL : https://hal.archives-ouvertes.fr/hal-00537892

D. M. Boore, Equations for Estimating Horizontal Response Spectra and Peak Acceleration from Western North American Earthquakes: A Summary of Recent Work, Seismological Research Letters, vol.68, issue.1, pp.128-153, 1997.
DOI : 10.1785/gssrl.68.1.128

D. M. Boore, Simulation of ground motion using the stochastic method, Pure Appl, Geophy, vol.160, pp.635-675, 2003.

D. M. Boore, Deterministic Seismic Ground Motions and the PEER NGA Ground Motion Prediction Equations (GMPEs). EERI Utah Chapter Short Course on Seismic Ground Motions, 2015.

D. M. Boore and W. B. Joyner, The empirical prediction of ground motion, Bull Seism Soc Am, vol.72, pp.43-60, 1982.

D. M. Boore and E. M. Thompson, Path Durations for Use in the Stochastic-Method Simulation of Ground Motions, Bulletin of the Seismological Society of America, vol.104, issue.5, pp.2541-2552, 2014.
DOI : 10.1785/0120140058

D. M. Boore, W. B. Joyner, and T. E. Fumal, Estimation of response spectra and peak accelerations from western North American earthquakes: An interim report, 1993.

D. M. Boore, A. A. Skarlatoudis, B. N. Margaris, C. B. Papazachos, and C. Ventouzi, Alongarc and back-arc attenuation, site response, and source spectrum for the intermediate-depth 8, 2009.
DOI : 10.1785/0120080229

S. S. Bora, F. Scherbaum, N. Kuehn, and P. J. Stafford, Fourier spectral- and duration models for the generation of response spectra adjustable to different source-, propagation-, and site conditions, Bulletin of Earthquake Engineering, vol.70, issue.4, pp.467-493, 2014.
DOI : 10.1002/(SICI)1096-9845(200003)29:3<339::AID-EQE908>3.0.CO;2-R

S. S. Bora, F. Scherbaum, N. Kuehn, P. Stafford, and B. Edwards, Development of a Response Spectral Ground???Motion Prediction Equation (GMPE) for Seismic???Hazard Analysis from Empirical Fourier Spectral and Duration Models, Bulletin of the Seismological Society of America, vol.105, issue.4, pp.2192-2218, 2015.
DOI : 10.1785/0120140297

R. D. Borcherdt, Estimates of site-dependent response spectra for design (methodology and justification) Earthquake Spectra 10, pp.617-653, 1994.

G. E. Box and D. R. Cox, An Analysis of Transformations, Journal of the Royal Statistical Society B, vol.26, pp.211-252, 1964.

B. A. Bradley, Empirical Correlations between Peak Ground Velocity and Spectrum-Based Intensity Measures, Earthquake Spectra, vol.28, issue.1, pp.37-54, 2012.
DOI : 10.1193/1.3675582

D. R. Brillinger and H. K. Preisler, An exploratory analysis of the Joyner-Boore attenuation data, Bull. Seism. Soc. Am, vol.74, pp.1441-1450, 1984.

D. R. Brillinger and H. K. Preisler, Further analysis of the Joyner-Boore attenuation data, Bull Seismol Soc Am, vol.75, pp.611-614, 1985.

J. N. Brune, Tectonic stress and the spectra of seismic shear waves from earthquakes, Journal of Geophysical Research, vol.73, issue.3, pp.4997-5009, 1970.
DOI : 10.1029/JB073i014p04681

J. N. Brune, (Correction) Tectonic stress and the spectra, of seismic shear waves from earthquakes, J. Geophys. Res, vol.76, p.5002, 1971.

H. Cadet, P. Bard, and A. Rodriguez-marek, Defining a Standard Rock Site: Propositions Based on the KiK-net Database, Bulletin of the Seismological Society of America, vol.100, issue.1, pp.172-195, 2010.
DOI : 10.1785/0120090078
URL : https://hal.archives-ouvertes.fr/insu-00544953

H. Cadet, P. Bard, A. Duval, B. , and E. , Erratum to: Site effect assessment using KiK-net data: part 2???site amplification prediction equation based on f0 and Vsz, Bulletin of Earthquake Engineering, vol.10, issue.2, pp.451-489, 2012.
DOI : 10.1007/s10518-011-9324-9

K. W. Campbell, Empirical prediction of near-source ground motion for the diablo canyon power plant site, .S. Geological Survey Open-File Report, pp.89-484, 1989.

K. W. Campbell, Empirical prediction of near-source ground motion from large earthquakes, Proceedings International Workshop on Earthquake Hazards and Large Dams in the Himalaya, pp.15-16, 1993.

K. W. Campbell and Y. Bozorgnia, NGA-West2 Campbell-Bozorgnia Ground Motion Model for the Horizontal Components of PGA, PGV, and 5%-Damped Elastic Pseudo-Acceleration Response Spectra for Periods Ranging from 0.01 to 10 sec, Earthquake Spectra, pp.1087-1115, 2014.

K. W. Campbell, Near-source Attenuation of peak horizontal Acceleration, Bull Seismol Soc Am, vol.71, pp.2039-2070, 1981.

S. Castellaro, F. Mulargia, and P. M. Rossi, Vs30: Proxy for Seismic Amplification?, Seismological Research Letters, vol.79, issue.4, pp.540-543, 2008.
DOI : 10.1785/gssrl.79.4.540

C. Cauzzi, R. Sleeman, J. Clinton, J. D. Ballesta, O. Galanis et al., Introducing the European Rapid Raw Strong???Motion Database, Seismological Research Letters, vol.87, issue.4, pp.977-986, 2016.
DOI : 10.1785/0220150271
URL : http://srl.geoscienceworld.org/content/gssrl/87/4/977.full.pdf

J. Chandra, P. Gueguen, and L. F. Bonilla, PGA-PGV/Vs considered as a stress???strain proxy for predicting nonlinear soil response, Soil Dynamics and Earthquake Engineering, vol.85, pp.146-160, 2016.
DOI : 10.1016/j.soildyn.2016.03.020

J. Chandra, P. Gueguen, J. H. Steidl, and L. F. Bonilla, Curve for Characterizing the Nonlinear Response of Soil: Application to the Garner Valley Downhole Array and the Wildlife Liquefaction Array, Bulletin of the Seismological Society of America, vol.105, issue.2A, pp.993-1010, 2015.
DOI : 10.1785/0120140209
URL : https://hal.archives-ouvertes.fr/hal-01213368

B. J. Chiou and R. R. Youngs, Update of the Chiou and Youngs NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra, Earthquake Spectra, vol.30, issue.3, 2013.
DOI : 10.1193/072813EQS219M

B. J. Chiou and R. R. Youngs, Update of the Chiou and Youngs NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra, Earthquake Spectra, vol.30, issue.3, pp.1117-1153, 2014.
DOI : 10.1193/072813EQS219M

B. J. Chiou and R. R. Youngs, An NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra, Earthquake Spectra, vol.24, issue.1, pp.173-215, 2008.
DOI : 10.1193/1.2894832

Y. Choi and J. P. Stewart, Nonlinear Site Amplification as Function of 30 m Shear Wave Velocity, Earthquake Spectra, vol.21, issue.1, pp.1-30, 2005.
DOI : 10.1193/1.1856535

F. Cotton, R. Archuleta, C. , and M. , What is Sigma of the Stress Drop?, Seismological Research Letters, vol.84, issue.1, pp.42-48, 2013.
DOI : 10.1785/0220120087

F. Cotton, G. Pousse, F. Bonilla, and F. Scherbaum, On the Discrepancy of Recent European Ground-Motion Observations and Predictions from Empirical Models: Analysis of KiK-net Accelerometric Data and Point-Sources Stochastic Simulations, Bulletin of the Seismological Society of America, vol.98, issue.5, pp.2244-2261, 2008.
DOI : 10.1785/0120060084
URL : https://hal.archives-ouvertes.fr/insu-00367467

F. Cotton, F. Scherbaum, J. J. Bommer, and H. Bungum, Criteria for Selecting and Adjusting Ground-Motion Models for Specific Target Regions: Application to Central Europe and Rock Sites, Journal of Seismology, vol.95, issue.3, pp.137-156, 2006.
DOI : 10.1785/gssrl.68.1.41
URL : https://hal.archives-ouvertes.fr/insu-00266153

H. M. Dawood, A. Rodriguez-marek, J. Bayless, C. Goulet, and E. Thompson, A Flatfile for the KiK-net Database Processed Using an Automated Protocol, Earthquake Spectra, vol.32, issue.2, p.272, 2014.
DOI : 10.1193/071214EQS106

H. M. Dawood, A. Rodriguez-marek, J. Bayless, C. Goulet, and E. Thompson, A Flatfile for the KiK-net Database Processed Using an Automated Protocol, Earthquake Spectra, vol.32, issue.2, pp.1281-1302, 2016.
DOI : 10.1193/071214EQS106

H. Demuth, M. Beale, and M. Hagan, Neural Network Toolbox? 6.User's Guide, 2009.

B. Derras, Peak Ground Acceleration Prediction Using Artificial Neural Networks Approach: Application to the Kik-Net Data, International Journal of Earthquake Engineering and Hazard Mitigation (IREHM), vol.2, issue.4, pp.243-252, 2010.
DOI : 10.15866/irehm.v2i4.7121

B. Derras, Contribution des données accélérométriques de KiK-Net à la prédiction du mouvement sismique par l'approche neuronale avec la prise en compte des effets de site, Thèse de doctorat Es Science, 2011.

B. Derras, P. Bard, and F. Cotton, Towards fully data driven ground-motion prediction models for Europe, Bulletin of Earthquake Engineering, vol.10, issue.1, pp.495-516, 2014.
DOI : 10.1016/S0893-6080(97)00011-7

B. Derras, P. Bard, and F. Cotton, Site-Condition Proxies, Ground Motion Variability, and Data-Driven GMPEs: Insights from the NGA-West2 and RESORCE Data Sets, Earthquake Spectra, vol.32, issue.4, pp.2027-2056, 2016.
DOI : 10.1193/060215EQS082M

B. Derras, P. Bard, and A. Bekkouche, Prédiction Des Paramètres De Nocivité Par Approche Neuronale : Exemple Des Données Kik-Net. 8 ème Colloque National de L'AFPS : Vers une maitrise durable du risque sismique, 2011.

B. Derras, P. Bard, F. Cotton, and A. Bekkouche, Adapting the Neural Network Approach to PGA Prediction: An Example Based on the KiK-net Data, Bulletin of the Seismological Society of America, vol.102, issue.4, pp.1446-1461, 2012.
DOI : 10.1785/0120110088

B. Derras, A. Bekkouche, and D. Zendagui, Neuronal approach and the use of kik-net network to generate response spectrum on the surface, Jordan Journal of Civil Engineering, vol.4, pp.12-21, 2010.

B. Derras, F. Cotton, S. Drouet, and P. Bard, Magnitude dependence of stress drop: what does the observed magnitude scaling of ground-motions tell us?, 16 th World Conference on Earthquake, p.1461210, 2017.

. B. Derras, Estimation des paramétrés de nocivité par la méthode neuronale avec l'utilisation des données japonaises. 6 ème symposium international sur la construction en zone sismique (siczs'2013), 2013.

J. Douglas, Earthquake ground motion estimation using strong-motion records: a review of equations for the estimation of peak ground acceleration and response spectral ordinates, Earth-Science Reviews, vol.61, issue.1-2, pp.43-104, 2003.
DOI : 10.1016/S0012-8252(02)00112-5

J. Douglas, Consistency of ground-motion predictions from the past four decades: peak ground velocity and displacement, Arias intensity and relative significant duration, Bulletin of Earthquake Engineering, vol.45, issue.3???4, pp.1339-1356, 2012.
DOI : 10.1002/eqe.4290040504
URL : https://hal.archives-ouvertes.fr/hal-00693175

J. Douglas and B. Edwards, Recent and future developments in earthquake ground motion estimation, Earth-Science Reviews, vol.160, pp.203-219, 2016.
DOI : 10.1016/j.earscirev.2016.07.005

J. Douglas, Ground motion prediction equations 1964-2016, 2016.

J. Douglas, S. Akkar, A. Ameri, P. Bard, D. Bindi et al., Comparisons among the five groundmotion models developed using RESORCE for the prediction of response spectral accelerations due, Europe and the Middle East, Bull. Earthq. Eng, pp.341-358, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00862428

J. Douglas and P. Jousset, Modeling the Difference in Ground-Motion Magnitude-Scaling in Small and Large Earthquakes, Seismological Research Letters, vol.82, issue.4, pp.504-508, 2011.
DOI : 10.1785/gssrl.82.4.504
URL : https://hal.archives-ouvertes.fr/hal-00578483

S. Drouet and F. Cotton, Regional Stochastic GMPEs in Low???Seismicity Areas: Scaling and Aleatory Variability Analysis???Application to the French Alps, Bulletin of the Seismological Society of America, vol.105, issue.4, pp.1883-1902, 2015.
DOI : 10.1785/0120140240

S. Drouet, F. Cotton, and P. Guéguen, vS30, ??, regional attenuation and Mw from accelerograms: application to magnitude 3-5 French earthquakes, Geophysical Journal International, vol.182, issue.2, pp.880-898, 2010.
DOI : 10.1111/j.1365-246X.2010.04626.x
URL : https://hal.archives-ouvertes.fr/insu-00565043

B. Edwards and D. Fäh, A Stochastic Ground???Motion Model for Switzerland, Bulletin of the Seismological Society of America, vol.103, issue.1, pp.78-98, 2013.
DOI : 10.1785/0120110331

S. Foti, B. R. Cox, F. Garofalo, F. Hollender, P. Y. Bard et al., Uncertainties in VS profiles from geophysical tests and their influence on seismic ground response analyses: results from the InterPACIFIC blind Test, 2015.

Y. Fukushima and T. T. , A new Attenuation Relation for horizontal acceleration of strong ground motion in Japan, Bull. Seismol. Soc. Am, vol.80, pp.757-783, 1990.

Y. Fukushima, K. Irikura, T. Uetake, and H. Matsumoto, Characteristics of Observed Peak Amplitude for Strong Ground Motion from the 1995 Hyogoken Nanbu (Kobe) Earthquake, Bulletin of the Seismological Society of America, vol.90, issue.3, pp.545-565, 2000.
DOI : 10.1785/0119990066

S. R. García, M. P. Romo, and J. M. Mayoral, Estimation of peak ground accelerations for Mexican subduction zone earthquakes using neural networks, Geofísica International, vol.46, pp.51-63, 2007.

F. Garofalo, S. Foti, F. Hollender, P. Y. Bard, C. Cornou et al., InterPACIFIC project: Comparison of invasive and non-invasive methods for seismic site characterization. Part II: Inter-comparison between surface-wave and borehole methods, Soil Dynamics and Earthquake Engineering, vol.82, pp.241-254, 2015.
DOI : 10.1016/j.soildyn.2015.12.009

F. Garofalo, S. Foti, F. Hollender, P. Y. Bard, C. Cornou et al., InterPACIFIC project: Comparison of invasive and non-invasive methods for seismic site characterization. Part I: Intra-comparison of surface wave methods, Soil Dynamics and Earthquake Engineering, vol.82, pp.222-240, 2015.
DOI : 10.1016/j.soildyn.2015.12.010

N. J. Gregor, W. J. Silva, I. G. Wong, and R. Youngs, Ground-Motion Attenuation Relationships for Cascadia Subduction Zone Megathrust Earthquakes Based on a Stochastic Finite-Fault Model, Bulletin of the Seismological Society of America, vol.92, issue.5, pp.1923-1932, 2002.
DOI : 10.1785/0120000260

P. Guéguen, Predicting Nonlinear Site Response Using Spectral Acceleration Vs PGV/Vs30: A Case History Using the Volvi-Test Site, Pure and Applied Geophysics, vol.83, issue.7, pp.2047-2063, 2016.
DOI : 10.1061/(ASCE)0733-9410(1995)121:4(363)

E. Haghshenas, P. Bard, and N. Theodulidis, Empirical evaluation of microtremor H/V spectral ratio, Bulletin of Earthquake Engineering, vol.20, issue.2, pp.75-108, 2008.
DOI : 10.1080/13632460701457249
URL : https://hal.archives-ouvertes.fr/insu-00334505

T. Hayashida and F. Tajima, Calibration of amplification factors using KiK-net strong-motion records: toward site effective estimation of seismic intensities, Earth, Planets and Space, vol.85, issue.10, pp.1111-1125, 2007.
DOI : 10.1029/95EO00198

M. Hermkes, N. M. Kuehn, and C. Riggelsen, Simultaneous quantification of epistemic and aleatory uncertainty in GMPEs using Gaussian process regression, Bulletin of Earthquake Engineering, vol.10, issue.4, pp.449-466, 2014.
DOI : 10.1080/13632469.2011.587591

I. M. Idriss, Use of VS30 to represent local site condition Effects of source geology on seismic motion, Proceedings of the 4 th IASPEI /IAEE international symposium, 2011.

I. M. Idriss, NGA-West2 Model for Estimating Average Horizontal Values of Pseudo-Absolute Spectral Accelerations Generated by Crustal Earthquakes, Earthquake Spectra, pp.1155-1177, 2014.

W. B. Joyner and D. M. Boore, Peak horizontal acceleration and velocity from strong-motion records including records from the, Seismol. Soc. Am, vol.71, pp.2011-2038, 1979.

W. B. Joyner and D. M. Boore, Methods for regression analysis of strong-motion data, Bull. Seismol. Soc. Am, vol.83, pp.469-487, 1993.

R. Kamai, N. A. Abrahamson, J. Walter, and M. Silva, Nonlinear Horizontal Site Amplification for Constraining the NGA-West2 GMPEs, Earthquake Spectra, vol.30, issue.3, pp.1223-1240, 2014.
DOI : 10.1193/070113EQS187M

T. Kanno, A. Narita, N. Morikawa, H. Fujiwara, and Y. Fukushima, A New Attenuation Relation for Strong Ground Motion in Japan Based on Recorded Data, Bulletin of the Seismological Society of America, vol.96, issue.3, pp.879-897, 2006.
DOI : 10.1785/0120050138

T. Kashima, Strong Motion Observation. IISEE Lecture Note for the, 2008.

T. Kerh and S. B. Ting, Neural network estimation of ground peak acceleration at stations along Taiwan high-speed rail system, Engineering Applications of Artificial Intelligence, vol.18, issue.7, pp.857-866, 2005.
DOI : 10.1016/j.engappai.2005.02.003

T. Kokusho, Nonlinear site response and strain-dependent soil properties, Curr. Sci, vol.87, pp.1363-1369, 2004.

T. Kokusho and K. Sato, Surface-to-base amplification evaluated from KiK-net vertical array strong motion records, Soil Dynamics and Earthquake Engineering, vol.28, issue.9, pp.707-716, 2008.
DOI : 10.1016/j.soildyn.2007.10.016

S. R. Kotha, D. Bindi, and F. Cotton, Partially non-ergodic region specific GMPE for Europe and Middle-East, Bulletin of Earthquake Engineering, vol.6, issue.2, pp.1245-1263, 2016.
DOI : 10.1007/s10518-007-9053-2

S. Kramer, Geotechnical earthquake engineering. Prentice-Hall Civil Engineering and Engineering Mechanics Series, 1996.

V. W. Lee and M. D. Trifunac, Should average shear-wave velocity in the top 30m of soil be used to describe seismic amplification?, Soil Dynamics and Earthquake Engineering, vol.30, issue.11, pp.1250-1258, 2010.
DOI : 10.1016/j.soildyn.2010.05.007

A. Lemoine, J. Douglas, and F. Cotton, Testing the Applicability of Correlations between Topographic Slope and VS30 for Europe, Bulletin of the Seismological Society of America, vol.102, issue.6, pp.2585-2599, 2012.
DOI : 10.1785/0120110240
URL : https://hal.archives-ouvertes.fr/hal-00759858

B. Liu, L. Y. Ye, M. L. Xiao, and S. Miao, Peak Ground Velocity Evaluation by Artificial Neural Network for West America Region, Proceedings of the 13th International Conference on Neural Information Processing, Part II (ICONIP '06), Hong Kong 4233, pp.942-951, 2006.
DOI : 10.1007/11893257_104

J. E. Luco, On strong ground-motion estimates based on models of the radiated spectrum, Bull. Seism. Soc. Am, vol.75, pp.641-649, 1985.

P. Lussou, Calcul du mouvement sismique associé à un séisme de référence pour un site donné avec prise en compte de l'effet de site. Méthode empirique linéaire et modélisation de l'effet de site non linéaire, Thèse de doctorat, p.685419, 2001.

L. Luzi, S. Hailemikael, D. Bindi, F. Pacor, F. Mele et al., ITACA (ITalian ACcelerometric Archive): A Web Portal for the Dissemination of Italian Strong-motion Data, Seismological Research Letters, vol.79, issue.5, pp.716-722, 2008.
DOI : 10.1785/gssrl.79.5.716

L. Luzi, R. Puglia, F. Pacor, M. R. Gallipoli, D. Bindi et al., Proposal for a soil classification based on parameters alternative or complementary to Vs,30, Bulletin of Earthquake Engineering, vol.96, issue.6B, pp.1877-1898, 2011.
DOI : 10.1785/0120050124

W. Maass, Networks of spiking neurons: The third generation of neural network models, Neural Networks, vol.10, issue.9, pp.1659-1671, 1997.
DOI : 10.1016/S0893-6080(97)00011-7

E. Maufroy, E. Chaljub, F. Hollender, P. Bard, J. Kristek et al., 3D numerical simulation and ground motion prediction: Verification, validation and beyond ??? Lessons from the E2VP project, Soil Dynamics and Earthquake Engineering, vol.91, pp.53-71, 2016.
DOI : 10.1016/j.soildyn.2016.09.047

G. L. Molas and F. Yamazaki, Attenuation of earthquake Ground motion in Japan including deep focus events, Bull. Seismol. Soc. Am, vol.85, pp.1343-1358, 1995.

C. Molkenthin, F. Scherbaum, A. Griewank, N. Kuehn, and P. Stafford, A Study of the Sensitivity of Response Spectral Amplitudes on Seismological Parameters Using Algorithmic Differentiation, Bulletin of the Seismological Society of America, vol.104, issue.5, pp.2240-2252, 2014.
DOI : 10.1785/0120140022

R. E. Moss, Quantifying Measurement Uncertainty of Thirty-Meter Shear-Wave Velocity, Bulletin of the Seismological Society of America, vol.98, issue.3, pp.1399-1411, 2008.
DOI : 10.1785/0120070101

M. Mucciarelli, RELIABILITY AND APPLICABILITY OF NAKAMURA'S TECHNIQUE USING MICROTREMORS: AN EXPERIMENTAL APPROACH, Journal of Earthquake Engineering, vol.86, issue.2, pp.625-638, 1998.
DOI : 10.1142/S1363246998000150

M. Mucciarelli and M. R. Gallipoli, Comparison between Vs30 and other estimates of site amplification in Italy, Proceedings 1st European conference on earthquake engineering and seismology, p.270, 2006.

Y. Nakamura, A method for dynamic characteristics estimation of subsurface using microtremor on the ground surface, Quarterly Report of Railway Technical Research Institute, vol.30, pp.25-33, 1989.

G. Pousse, Analyse des données accélérometriques de K-NET et KIK-NET: implications pour la prédiction du mouvement sismique -accélérogrammes et spectres de réponse et la prise en compte des effets de site nonlinéaire, Thèse de doctorat, 2005.

G. Pousse, C. Berge-thierry, F. Bonilla, and P. Y. Bard, EUROCODE 8 DESIGN RESPONSE SPECTRA EVALUATION USING THE K-NET JAPANESE DATABASE, Journal of Earthquake Engineering, vol.68, issue.1, pp.547-574, 2005.
DOI : 10.1785/gssrl.68.1.58
URL : https://hal.archives-ouvertes.fr/hal-00107879

J. H. Régnier, L. F. Cadet, L. F. Bonilla, E. Bertrand, and J. Semblat, Assessing Nonlinear Behavior of Soils in Seismic Site Response: Statistical Analysis on KiK-net Strong-Motion Data, Bulletin of the Seismological Society of America, vol.103, issue.3, pp.1750-1770, 2013.
DOI : 10.1785/0120120240

J. Régnier, H. Cadet, and P. Bard, Evolution of non-linearity indicators with site proxies and ground motion level: an investigation from KiK-net data. Task 2.1.1: Strong motion and associated geotechnical parameters, plenary Meeting, 2015.

J. Régnier, H. Cadet, and P. Bard, Empirical Quantification of the Impact of Nonlinear Soil Behavior on Site Response, Bulletin of the Seismological Society of America, vol.106, issue.4, pp.1710-1719, 2016.
DOI : 10.1785/0120150199

A. Rietbrock, F. O. Strasser, and B. Edwards, A Stochastic Earthquake Ground???Motion Prediction Model for the United Kingdom, Bulletin of the Seismological Society of America, vol.103, issue.1, pp.57-77, 2013.
DOI : 10.1785/0120110231

B. Robitaille, B. Marcos, M. Veillette, and G. Payr, Modified quasi-Newton methods for training neural networks, Computers chem, pp.1133-1140, 1996.
DOI : 10.1016/0098-1354(95)00228-6

K. Sadigh, C. Chang, J. A. Egan, F. I. Makdisi, and R. R. Youngs, Attenuation Relationships for Shallow Crustal Earthquakes Based on California Strong Motion Data, Seismological Research Letters, vol.68, issue.1, pp.180-189, 1997.
DOI : 10.1785/gssrl.68.1.180

M. A. Sand?kkaya, M. T. Y?lmaz, B. S. Bak?r, Y. , and Ö. , Site classification of Turkish national strong-motion stations, Journal of Seismology, vol.22, issue.8, pp.543-563, 2010.
DOI : 10.3208/sandf1972.32.205

M. A. Sand?kkaya, S. Akkar, and P. Y. Bard, A Nonlinear Site???Amplification Model for the Next Pan???European Ground???Motion Prediction Equations, Bulletin of the Seismological Society of America, vol.103, issue.1, pp.19-32, 2013.
DOI : 10.1785/0120120008

G. Scasserra, J. P. Stewart, P. Bazzurro, G. Lanzo, and F. Mollaioli, A Comparison of NGA Ground-Motion Prediction Equations to Italian Data, Bulletin of the Seismological Society of America, vol.99, issue.5, pp.2961-2978, 2009.
DOI : 10.1785/0120080133

E. Seyhan and J. P. Stewart, Semi-empirical nonlinear site amplification from NGA-West 2 data and simulations, Earthquake Spectra 30, pp.1241-1256, 2014.
DOI : 10.1193/063013eqs181m

E. Seyhan, J. P. Stewart, T. D. Ancheta, R. B. Darragh, and R. W. Graves, NGA-West2 site database. Earthquake Spectra, pp.1007-1024, 2014.
DOI : 10.1193/062913eqs180m

D. F. Shanno and P. C. Kettler, Optimal conditioning of quasi-Newton methods, Mathematics of Computation, vol.24, issue.111, pp.657-664, 1970.
DOI : 10.1090/S0025-5718-1970-0274030-6

P. J. Stafford, Crossed and Nested Mixed-Effects Approaches for Enhanced Model Development and Removal of the Ergodic Assumption in Empirical Ground-Motion Models, Bulletin of the Seismological Society of America, vol.104, issue.2, pp.702-719, 2014.
DOI : 10.1785/0120130145

J. H. Steidl, A. G. Tumarkin, and R. J. Archuleta, What is a reference site?, Bull. Seismol. Soc. Am, vol.86, pp.1733-1748, 1996.

F. O. Strasser, N. A. Abrahamson, and J. J. Bommer, Sigma: Issues, Insights, and Challenges, Seismological Research Letters, vol.80, issue.1, pp.40-56, 2009.
DOI : 10.1785/gssrl.80.1.40

N. Theodulidis, I. Kalogeras, C. Papazachos, V. Karastathis, B. Margaris et al., HEAD 1.0: A Unified HEllenic Accelerogram Database, Seismological Research Letters, vol.75, issue.1, pp.36-45, 2004.
DOI : 10.1785/gssrl.75.1.36

D. J. Wald, A. , and T. I. , Topographic Slope as a Proxy for Seismic Site Conditions and Amplification, Bulletin of the Seismological Society of America, vol.97, issue.5, pp.1379-1395, 2007.
DOI : 10.1785/0120060267

M. Walling, W. J. Silva, and N. A. Abrahamson, Nonlinear Site Amplification Factors for Constraining the NGA Models, Earthquake Spectra, vol.24, issue.1, pp.243-255, 2008.
DOI : 10.1193/1.2934350

B. Wierenga and J. Kluytmans, Neural nets versus marketing models in time series analysis: a simulation studies, Proceedings of the 23 annual conference of the European Marketing Association, pp.1139-1153, 1994.

K. E. Wooddell and N. A. Abrahamson, Classification of main shocks and aftershocks in the NGA-West 2 database, Earthquake Spectra 30, pp.1257-1267, 2014.

Y. Wu, T. Teng, T. Shin, and N. Hsiao, Relationship between Peak Ground Acceleration, Peak Ground Velocity, and Intensity in Taiwan, Bulletin of the Seismological Society of America, vol.93, issue.1, pp.386-396, 2003.
DOI : 10.1785/0120020097

T. Yamada, Uncertainty in the assessment of seismic hazard, The 3rd annual meeting of the seismic hazard assessment for the next generation map China-Japan-Korea cooperative program, 2013.

E. Yenier, M. A. Sand?kkaya, and S. Akkar, Report on the fundamental features of the extended strong motion databank prepared for the SHARE project, Deliverable 4.1 of Seventh Framework Programme Project Seismic Hazard Harmonization in Europe (SHARE), 34 pages, p.44, 2010.

S. Yoo and K. Mayeda, Validation of Non-Self-Similar Source Scaling Using Ground Motions from the 2008 Wells, Nevada, Earthquake Sequence, Bulletin of the Seismological Society of America, vol.103, issue.4, pp.2508-2519, 2013.
DOI : 10.1785/0120120327

R. R. Youngs, S. Chiou, W. Silva, H. , and J. , Strong Ground Motion Attenuation Relationships for Subduction Zone Earthquakes, Seismological Research Letters, vol.68, issue.1, pp.58-73, 1997.
DOI : 10.1785/gssrl.68.1.58

J. X. Zhao, J. Zhang, A. Asano, Y. Ohno, T. Oouchi et al., Attenuation Relations of Strong Ground Motion in Japan Using Site Classification Based on Predominant Period, Bulletin of the Seismological Society of America, vol.96, issue.3, pp.898-913, 2006.
DOI : 10.1785/0120050122