MULTIPARAMETRIC TRAVELTIMES DEEP NEURAL NETWORKS GPU DEEP-LEARNING CRS HPC SEG-Y SEISMIC DATA FILE MACHINE LEARNING GPGPU SEISMIC FACIES SEGMENTATION GPU PROGRAMMING (CUDA, OPENCL, ...) HIGH PERFORMANCE COMPUTING SPARSE DECONVOLUTION SUPERFÍCIE DE REFLEXÃO COMUM TRAVELTIME ESTIMATION DIFFRACTIONS TIME AND SPATIAL SHIFT ESTIMATION MULTIPLES CANCELATION GEOPHYSICS LP-NORM FILTERING MULTICHANNEL DECONVOLUTION HIGH-PERFORMANCE COMPUTING CUDA BLIND SOURCES SEPARATION (BSS) DEEP LEARNING APRENDIZADO DE MÁQUINA SEISMIC STACKING BLIND SOURCE SEPARATION HETEROGENOUS COMPUTING CLOUD COMPUTING SPITS MULTIPLE SUBTRACTION MUTUAL INFORMATION PROCESSAMENTO SÍSMICO UNSUPERVISED SIGNAL PROCESSING OPENCL CONVOLUTIVE MIXTURES SEISMIC ATTRIBUTES HIGH-PERFORMANCE IO SPARSE SIGNAL PROCESSING COMMON REFLECTION SURFACE METHOD SPARSE COMPONENT ANALYSIS (SCA) VELOCITY ANALYSIS BLIND DECONVOLUTION