{"id":8660,"date":"2023-07-21T11:08:06","date_gmt":"2023-07-21T11:08:06","guid":{"rendered":"https:\/\/komorebi.ai\/?page_id=8660"},"modified":"2023-09-21T15:24:19","modified_gmt":"2023-09-21T15:24:19","slug":"current-advances-in-neural-networks","status":"publish","type":"page","link":"https:\/\/komorebi.ai\/es\/current-advances-in-neural-networks\/","title":{"rendered":"Current Advances in Neural Networks"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"8660\" class=\"elementor elementor-8660\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c9d01b6 e-flex e-con-boxed e-con e-parent\" data-id=\"5c9d01b6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5d94d0 elementor-widget elementor-widget-heading\" data-id=\"b5d94d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Current Advances in Neural Networks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e8f34f9 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7e8f34f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Annual Review of Statistics and Its Application, 2021<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb0019b e-con-full e-flex e-con e-parent\" data-id=\"bb0019b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99409dd elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"99409dd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b727a6 elementor-widget elementor-widget-text-editor\" data-id=\"3b727a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This article <\/span><b>reviews <\/b><span style=\"font-weight: 400;\">the evolution and advances in<\/span><b> neural networks<\/b><span style=\"font-weight: 400;\">, with a specific focus on their statistical aspects and the benefits of Bayesian approaches, then explores deep neural networks, their different architectures, and discusses issues such as security and interpretability.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35e2179 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-content-middle elementor-hidden-mobile elementor-section-height-default\" data-id=\"35e2179\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c8906c6\" data-id=\"c8906c6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f316d7 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"7f316d7\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-286ed73 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"286ed73\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb945f3 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"cb945f3\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df8c37 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"5df8c37\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:49}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b526624 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b526624\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ad6ac88\" data-id=\"ad6ac88\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86f4a73 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"86f4a73\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><p>The article reviews neural networks' progress emphasizing Bayesian approaches and highlights relevance in predictive analytics, customer behavior analysis, and risk management in business sectors.\n<\/p><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-602da49 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"602da49\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d57ecd elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"8d57ecd\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:49}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea32f60 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"ea32f60\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f15df72 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"f15df72\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4db24ea elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"4db24ea\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32a20b1 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"32a20b1\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c3918c elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"1c3918c\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2524be6 e-flex e-con-boxed e-con e-parent\" data-id=\"2524be6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe8547a elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"fe8547a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Where does it apply?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4045cae elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"4045cae\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In the business and industry sectors, advancements in neural networks can be applied in areas such as <\/span><b>predictive analytics<\/b><span style=\"font-weight: 400;\">, <\/span><b>customer behavior analysis<\/b><span style=\"font-weight: 400;\">, risk management, automation processes, fraud detection, and enhancement of operational efficiency.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3dbf71 e-con-full e-flex e-con e-parent\" data-id=\"b3dbf71\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ac2a31a e-con-full e-flex e-con e-parent\" data-id=\"ac2a31a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d805e3b elementor-invisible elementor-widget elementor-widget-image\" data-id=\"d805e3b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1491\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444.jpg\" class=\"attachment-full size-full wp-image-8810\" alt=\"Current Advances in Neural Networks\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444.jpg 2560w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-300x175.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-1024x596.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-768x447.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-1536x895.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-2048x1193.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-18x10.jpg 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d16cd39 e-con-full e-flex e-con e-parent\" data-id=\"d16cd39\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec5990d elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ec5990d\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why does it matters?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a59b618 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"a59b618\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Understanding the evolution and advances in neural networks matters as it plays a pivotal role in developing more efficient, accurate, and robust machine learning models.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Emphasizing <\/span><b>Bayesian approaches <\/b><span style=\"font-weight: 400;\">helps improve uncertainty estimates, enhances robustness against adversarial attacks, and <\/span><b>facilitates better decision-making under uncertainty<\/b><span style=\"font-weight: 400;\">. Moreover, addressing issues such as security, explainability, and interpretability in neural networks is crucial to ensure ethical, reliable, and socially acceptable AI systems.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b7e348 e-flex e-con-boxed e-con e-parent\" data-id=\"0b7e348\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-892592b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"892592b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40fbdec9 e-con-full e-flex e-con e-parent\" data-id=\"40fbdec9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2d492803 e-con-full e-flex e-con e-parent\" data-id=\"2d492803\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9131a1 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"a9131a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Current Advances in Neural Networks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d9e67d elementor-widget elementor-widget-text-editor\" data-id=\"8d9e67d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Annual Review of Statistics and Its Application, 2021<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1915435 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-testimonial\" data-id=\"1915435\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-testimonial-meta elementor-has-image elementor-testimonial-image-position-aside\">\n\t\t\t\t<div class=\"elementor-testimonial-meta-inner\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-image\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\"><img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142.jpg\" class=\"attachment-full size-full wp-image-5417\" alt=\"\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142.jpg 1000w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-300x300.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-150x150.jpg 150w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-768x768.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-details\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-testimonial-name\" href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\">Victor Gallego <\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-testimonial-job\" href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\">Chief Research Officer<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb52506 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"eb52506\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Neural networks, customer behavior analysis<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73c050a elementor-align-left elementor-mobile-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"73c050a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceInUp&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-float\" href=\"https:\/\/www.annualreviews.org\/doi\/abs\/10.1146\/annurev-statistics-040220-112019\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-file-download\" viewBox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 136V0H24C10.7 0 0 10.7 0 24v464c0 13.3 10.7 24 24 24h336c13.3 0 24-10.7 24-24V160H248c-13.2 0-24-10.8-24-24zm76.45 211.36l-96.42 95.7c-6.65 6.61-17.39 6.61-24.04 0l-96.42-95.7C73.42 337.29 80.54 320 94.82 320H160v-80c0-8.84 7.16-16 16-16h32c8.84 0 16 7.16 16 16v80h65.18c14.28 0 21.4 17.29 11.27 27.36zM377 105L279.1 7c-4.5-4.5-10.6-7-17-7H256v128h128v-6.1c0-6.3-2.5-12.4-7-16.9z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Source<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b11e51 elementor-widget elementor-widget-image\" data-id=\"4b11e51\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"290\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14-1024x371.png\" class=\"attachment-large size-large wp-image-8662\" alt=\"Current Advances in Neural Networks\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14-1024x371.png 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14-300x109.png 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14-768x278.png 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14-18x7.png 18w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/Captura-de-pantalla-2023-07-21-a-las-13.11.14.png 1236w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f03259 e-flex e-con-boxed e-con e-parent\" data-id=\"2f03259\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ee6b31 elementor-widget elementor-widget-spacer\" data-id=\"7ee6b31\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e989237 elementor-widget elementor-widget-heading\" data-id=\"e989237\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Otras publicaciones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-baf1b4d elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"baf1b4d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-31cca7d e-con-full e-flex e-con e-parent\" data-id=\"31cca7d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b274707 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"b274707\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-300x200.jpg\" class=\"attachment-medium size-medium wp-image-8562\" alt=\"Wind Energy Prediction\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-300x200.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-1024x683.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-768x512.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-1536x1024.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-2048x1365.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-jem-sanchez-1108814-2-18x12.jpg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ebbed8d e-con-full e-flex e-con e-parent\" data-id=\"ebbed8d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e54684 elementor-widget elementor-widget-image\" data-id=\"7e54684\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1334\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-8730\" alt=\"Adversarial Machine Learning: Bayesian Perspectives\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2.jpg 2000w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/elementor\/thumbs\/ciberseguridad-2-q9vm7cg8xv5gibx96jnvpt9knfzl34hqppyg92h234.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2-1024x683.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2-768x512.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2-1536x1025.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/ciberseguridad-2-18x12.jpg 18w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cafdc8b e-con-full e-flex e-con e-parent\" data-id=\"cafdc8b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e22fb8a elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"e22fb8a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-image-8758\" alt=\"Variationally Inferred Sampling through a Refined Bound\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-768x512.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-300x200.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-1024x683.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-1536x1024.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-2048x1365.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/finance-2-18x12.jpg 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8fff30 e-con-full e-flex e-con e-parent\" data-id=\"a8fff30\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ad0fe2 elementor-widget elementor-widget-heading\" data-id=\"5ad0fe2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><i>Ensemble<\/i> de \u00c1rboles de Regresi\u00f3n para la Predicci\u00f3n de Energ\u00eda E\u00f3lica y Radiaci\u00f3n Solar<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecce643 e-con-full e-flex e-con e-parent\" data-id=\"ecce643\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3aef471 elementor-widget elementor-widget-heading\" data-id=\"3aef471\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Aprendizaje por Refuerzo bajo Amenazas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb0eb87 e-con-full e-flex e-con e-parent\" data-id=\"eb0eb87\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c05dcb elementor-widget elementor-widget-heading\" data-id=\"8c05dcb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Muestreo con Inferencia Variacional a trav\u00e9s de un L\u00edmite Mejorado\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5191ce6 e-con-full e-flex e-con e-parent\" data-id=\"5191ce6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27d4d5f elementor-widget elementor-widget-text-editor\" data-id=\"27d4d5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">El estudio destaca c\u00f3mo los modelos de <\/span><i><span style=\"font-weight: 400;\">Ensemble<\/span><\/i><span style=\"font-weight: 400;\"> mejoran las previsiones de energ\u00eda; promoviendo una mejor gesti\u00f3n energ\u00e9tica y estrategias de inversi\u00f3n en el sector de las energ\u00edas renovables.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5153264 e-con-full e-flex e-con e-parent\" data-id=\"5153264\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-473a386 elementor-widget elementor-widget-text-editor\" data-id=\"473a386\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">El estudio introduce una nueva t\u00e9cnica, los Procesos de Decisi\u00f3n de Markov bajo Amenazas, que permite mejorar la toma de decisiones en escenarios de aprendizaje por refuerzo adversario. El trabajo tiene aplicaciones en ciberseguridad, finanzas e IA.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f66267 e-con-full e-flex e-con e-parent\" data-id=\"2f66267\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a3e202 elementor-widget elementor-widget-text-editor\" data-id=\"7a3e202\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Una nueva t\u00e9cnica que mejora la inferencia bayesiana en modelos probabil\u00edsticos, aumentando la eficiencia de los procesos de toma de decisiones en diversos campos. Por ejemplo, el an\u00e1lisis financiero, la gesti\u00f3n de riesgos, el aprendizaje autom\u00e1tico y la log\u00edstica.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1874e89 e-con-full e-flex e-con e-parent\" data-id=\"1874e89\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ada7cd9 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"ada7cd9\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Renewable energy, Predictive Analytics<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b2407d e-con-full e-flex e-con e-parent\" data-id=\"5b2407d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a92338b elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"a92338b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Reinforcement Learning, Decision Making<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecbfc23 e-con-full e-flex e-con e-parent\" data-id=\"ecbfc23\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5da0b03 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"5da0b03\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Financial and risk analysis,  Bayesian inference<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5eea35d e-con-full e-flex e-con e-parent\" data-id=\"5eea35d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bc262b elementor-widget elementor-widget-text-editor\" data-id=\"5bc262b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/wind-solar-radiation-prediction\/\" target=\"_blank\" rel=\"noopener\">Saber m\u00e1s &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f289b1 e-con-full e-flex e-con e-parent\" data-id=\"8f289b1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e43f546 elementor-widget elementor-widget-text-editor\" data-id=\"e43f546\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/reinforcement-learning-under-threats\/\" target=\"_blank\" rel=\"noopener\">Saber m\u00e1s &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e262669 e-con-full e-flex e-con e-parent\" data-id=\"e262669\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19ae1dc elementor-widget elementor-widget-text-editor\" data-id=\"19ae1dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/variationally-inferred-sampling-through-a-refined-bound\/\" target=\"_blank\" rel=\"noopener\">Saber m\u00e1s &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Current Advances in Neural Networks Annual Review of Statistics and Its Application, 2021 Abstract This article reviews the evolution and advances in neural networks, with a specific focus on their statistical aspects and the benefits of Bayesian approaches, then explores deep neural networks, their different architectures, and discusses issues such as security and interpretability. The [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":8810,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Current Advances in Neural Networks - Komorebi AI<\/title>\n<meta name=\"description\" content=\"Article reviews progress in neural networks using Bayesian approaches, with relevance in predictive analytics and risk management.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/komorebi.ai\/es\/current-advances-in-neural-networks\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Current Advances in Neural Networks - Komorebi AI\" \/>\n<meta property=\"og:description\" content=\"Article reviews progress in neural networks using Bayesian approaches, with relevance in predictive analytics and risk management.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/komorebi.ai\/es\/current-advances-in-neural-networks\/\" \/>\n<meta property=\"og:site_name\" content=\"Komorebi AI\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-21T15:24:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1491\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/komorebi.ai\/current-advances-in-neural-networks\/\",\"url\":\"https:\/\/komorebi.ai\/current-advances-in-neural-networks\/\",\"name\":\"Current Advances in Neural Networks - 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