{"id":7212,"date":"2024-02-17T11:28:27","date_gmt":"2024-02-17T11:28:27","guid":{"rendered":"https:\/\/amkcorp.in\/?page_id=7212"},"modified":"2026-02-20T15:30:22","modified_gmt":"2026-02-20T10:00:22","slug":"neural-networks-and-deep-learning","status":"publish","type":"page","link":"https:\/\/amkcorp.in\/index.php\/books\/neural-networks-and-deep-learning\/","title":{"rendered":"NEURAL NETWORKS AND DEEP LEARNING"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7212\" class=\"elementor elementor-7212\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c643299 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"4c643299\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1b0022fb\" data-id=\"1b0022fb\" data-element_type=\"column\" data-e-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-274bb829 elementor-widget elementor-widget-image\" data-id=\"274bb829\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"480\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-1024x512.png\" class=\"attachment-large size-large wp-image-7165\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-1024x512.png 1024w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-300x150.png 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-768x384.png 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG.png 1250w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-672701d6\" data-id=\"672701d6\" data-element_type=\"column\" data-e-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-10955798 wpr-main-menu-align--laptopleft wpr-main-menu-align--tabletleft wpr-main-menu-align--mobileleft wpr-pointer-underline wpr-pointer-line-fx wpr-pointer-fx-fade wpr-sub-icon-caret-down wpr-sub-menu-fx-fade wpr-nav-menu-bp-mobile wpr-mobile-menu-full-width wpr-mobile-menu-item-align-center wpr-mobile-toggle-v1 wpr-sub-divider-yes wpr-mobile-divider-yes elementor-widget elementor-widget-wpr-nav-menu\" data-id=\"10955798\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;menu_layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"wpr-nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<nav class=\"wpr-nav-menu-container wpr-nav-menu-horizontal\" data-trigger=\"hover\" data-consider-header=\"\" data-scroll-speed=\"500\"><ul id=\"menu-1-10955798\" class=\"wpr-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9032\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/\" class=\"wpr-menu-item wpr-pointer-item\">BOOKS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5358\"><a aria-haspopup=\"true\" aria-expanded=\"false\" href=\"https:\/\/amkcorp.in\/index.php\/books\/chapters\/\" class=\"wpr-menu-item wpr-pointer-item\">CHAPTERS<i class=\"wpr-sub-icon fas\" aria-hidden=\"true\"><\/i><\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5374\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/call-for-chapters\/\" class=\"wpr-sub-menu-item\">CALL FOR CHAPTERS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11347\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/upcoming-titles-academics\/\" class=\"wpr-sub-menu-item\">UPCOMING TITLES (ACADEMICS)<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5363\"><a aria-haspopup=\"true\" aria-expanded=\"false\" href=\"https:\/\/amkcorp.in\/index.php\/books\/for-editors\/\" class=\"wpr-menu-item wpr-pointer-item\">FOR EDITORS<i class=\"wpr-sub-icon fas\" aria-hidden=\"true\"><\/i><\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5113\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/propose-book\/\" class=\"wpr-sub-menu-item\">PROPOSE A BOOK<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4804\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/pricing\/\" class=\"wpr-menu-item wpr-pointer-item\">PRICING<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4129\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/submit-book-chapter\/\" class=\"wpr-menu-item wpr-pointer-item\">SUBMIT BOOK\/CHAPTER<\/a><\/li>\n<\/ul><\/nav><nav class=\"wpr-mobile-nav-menu-container\"><div class=\"wpr-mobile-toggle-wrap\"><div class=\"wpr-mobile-toggle\"><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><\/div><\/div><ul id=\"mobile-menu-2-10955798\" class=\"wpr-mobile-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9032\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/\" class=\"wpr-mobile-menu-item\">BOOKS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5358\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/chapters\/\" class=\"wpr-mobile-menu-item\">CHAPTERS<\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5374\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/call-for-chapters\/\" class=\"wpr-mobile-sub-menu-item\">CALL FOR CHAPTERS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11347\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/upcoming-titles-academics\/\" class=\"wpr-mobile-sub-menu-item\">UPCOMING TITLES (ACADEMICS)<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5363\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/for-editors\/\" class=\"wpr-mobile-menu-item\">FOR EDITORS<\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5113\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/propose-book\/\" class=\"wpr-mobile-sub-menu-item\">PROPOSE A BOOK<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4804\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/pricing\/\" class=\"wpr-mobile-menu-item\">PRICING<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4129\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/submit-book-chapter\/\" class=\"wpr-mobile-menu-item\">SUBMIT BOOK\/CHAPTER<\/a><\/li>\n<\/ul><\/nav>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-694f5fd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"694f5fd4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-25a5e946\" data-id=\"25a5e946\" data-element_type=\"column\" data-e-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-63ceaa37 elementor-widget elementor-widget-spacer\" data-id=\"63ceaa37\" data-element_type=\"widget\" data-e-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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5aa12442 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"5aa12442\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fb44e05\" data-id=\"fb44e05\" data-element_type=\"column\" data-e-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-b75b772 elementor-widget-laptop__width-initial elementor-widget elementor-widget-image\" data-id=\"b75b772\" data-element_type=\"widget\" data-e-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=\"1242\" height=\"1755\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1.jpg\" class=\"attachment-full size-full wp-image-14432\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1.jpg 1242w, https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1-212x300.jpg 212w, https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1-725x1024.jpg 725w, https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1-768x1085.jpg 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2026\/02\/Cover-Neural-2.1-1087x1536.jpg 1087w\" sizes=\"(max-width: 1242px) 100vw, 1242px\" \/>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c155a93 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"c155a93\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-4e68dedc\" data-id=\"4e68dedc\" data-element_type=\"column\" data-e-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-426974bd elementor-widget elementor-widget-image\" data-id=\"426974bd\" data-element_type=\"widget\" data-e-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=\"232\" height=\"105\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/06\/WhatsApp-Image-2024-06-13-at-14.34.10_1f4afb68.jpg\" class=\"attachment-large size-large wp-image-8688\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-e539fb5\" data-id=\"e539fb5\" data-element_type=\"column\" data-e-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-233e8b2d elementor-widget elementor-widget-image\" data-id=\"233e8b2d\" data-element_type=\"widget\" data-e-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=\"237\" height=\"107\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/06\/WhatsApp-Image-2024-06-13-at-14.34.10_e961c3e8.jpg\" class=\"attachment-large size-large wp-image-8689\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-7ed2bc65\" data-id=\"7ed2bc65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-321dc656\" data-id=\"321dc656\" data-element_type=\"column\" data-e-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-68b5a6a5 elementor-widget elementor-widget-heading\" data-id=\"68b5a6a5\" data-element_type=\"widget\" data-e-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\">\u20b9 499.00<\/h2>\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<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-20f26e48\" data-id=\"20f26e48\" data-element_type=\"column\" data-e-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-3a31cbf elementor-widget elementor-widget-heading\" data-id=\"3a31cbf\" data-element_type=\"widget\" data-e-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\">$ 40.00<\/h2>\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<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-45e887ed\" data-id=\"45e887ed\" data-element_type=\"column\" data-e-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-58c2f02b elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"58c2f02b\" data-element_type=\"widget\" data-e-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\">ORDER PRINT<\/h2>\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<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-a7d621b\" data-id=\"a7d621b\" data-element_type=\"column\" data-e-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-43cad769 elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"43cad769\" data-element_type=\"widget\" data-e-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\">ORDER EBOOK<\/h2>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-22e49946 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"22e49946\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-195576db\" data-id=\"195576db\" data-element_type=\"column\" data-e-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-3fed46f0 elementor-widget elementor-widget-image\" data-id=\"3fed46f0\" data-element_type=\"widget\" data-e-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=\"166\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/Crossref.png\" class=\"attachment-large size-large wp-image-6693\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-24cab4c0\" data-id=\"24cab4c0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-ab57ba1\" data-id=\"ab57ba1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-b97754e\" data-id=\"b97754e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-22939459\" data-id=\"22939459\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-66bf711\" data-id=\"66bf711\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-10642549\" data-id=\"10642549\" data-element_type=\"column\" data-e-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-3bfc6f0f elementor-widget elementor-widget-heading\" data-id=\"3bfc6f0f\" data-element_type=\"widget\" data-e-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\">NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55a4b678 elementor-widget elementor-widget-heading\" data-id=\"55a4b678\" data-element_type=\"widget\" data-e-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\">AUTHOR(S) - <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bce5fca elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5bce5fca\" data-element_type=\"widget\" data-e-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>Dr. VISHWAS MISHRA, Dr. VENUMADHAVA M, B. LALITHADEVI, Dr. VASANTHAMMA H.<\/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-45ef7369 elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"45ef7369\" data-element_type=\"widget\" data-e-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>DOI &#8211; 10.61909\/AMKEDTB022409<\/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-10b0f3d9 elementor-widget elementor-widget-text-editor\" data-id=\"10b0f3d9\" data-element_type=\"widget\" data-e-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>Genre\/Subject &#8211; Computer Science<\/p><p>Book code &#8211; AMKEDTB022409\u00a0 \u00a0 pgs: 200<\/p><p>ISBN(E) &#8211; 978-81-968364-9-8<\/p><p>Published &#8211; 27\/02\/2024<\/p><p>ISBN(P) &#8211; 978-81-968364-2-9<\/p><p>Published &#8211; 04\/03\/2024<\/p><p>\u00a0<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-72c42f50 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"72c42f50\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4cfcc115\" data-id=\"4cfcc115\" data-element_type=\"column\" data-e-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-7174e489 elementor-widget elementor-widget-heading\" data-id=\"7174e489\" data-element_type=\"widget\" data-e-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\">AUTHOR(S)<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3be6d83 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"3be6d83\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-77888bba\" data-id=\"77888bba\" data-element_type=\"column\" data-e-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-5b6a2ed9 elementor-widget elementor-widget-image\" data-id=\"5b6a2ed9\" data-element_type=\"widget\" data-e-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=\"277\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-277x300.png\" class=\"attachment-medium size-medium wp-image-7233\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-277x300.png 277w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture.png 355w\" sizes=\"(max-width: 277px) 100vw, 277px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-75cae48e\" data-id=\"75cae48e\" data-element_type=\"column\" data-e-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-47b3dd7f elementor-widget elementor-widget-heading\" data-id=\"47b3dd7f\" data-element_type=\"widget\" data-e-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\">Dr. VISHWAS MISHRA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fe41175 elementor-widget elementor-widget-text-editor\" data-id=\"3fe41175\" data-element_type=\"widget\" data-e-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><strong>Dr. Vishwas Mishra currently Associate Professor in the Department of Electrical and Electronics Engineering department of Swami Vivekanand Subharti University, Meerut, Uttar Pradesh, India. He had done his Ph.D and M.Tech. in VLSI Design from \u201cITM University, Gwalior\u201d, Madhya Pradesh, India. He passed B.Tech in ECE from RGTU, Bhopal, Madhya Pradesh, India. He has reviewed more than 3 books with Springer and published more than 10 research papers in international\/national journals\/conferences and book chapters and has more than 4 national patents in the field of low power design. His area of interest is on Low power VLSI Design, and Memristor.<\/strong><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c0bd160 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"1c0bd160\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-7478b23e\" data-id=\"7478b23e\" data-element_type=\"column\" data-e-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-ba6b089 elementor-widget elementor-widget-image\" data-id=\"ba6b089\" data-element_type=\"widget\" data-e-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=\"285\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-1-285x300.png\" class=\"attachment-medium size-medium wp-image-7230\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-1-285x300.png 285w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-1.png 380w\" sizes=\"(max-width: 285px) 100vw, 285px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-306e15c1\" data-id=\"306e15c1\" data-element_type=\"column\" data-e-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-73d3836e elementor-widget elementor-widget-heading\" data-id=\"73d3836e\" data-element_type=\"widget\" data-e-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\">Dr. VENUMADHAVA M,<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7afc0597 elementor-widget elementor-widget-text-editor\" data-id=\"7afc0597\" data-element_type=\"widget\" data-e-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><strong>Dr. Venumadhava M, currently working as Associate Professor in Department of Artificial Intelligence and Machine Learning, Proudhadevaraya Institute of Technology, T.B.Dam, Hospet. He holds Ph.D in Computer Science and Engineering from Visvesvaraya Technological University, Belgaum, Master of Technology in Industrial Electronics from Visvesvaraya Technological University, Belgaum. He has vast teaching experience and also has published research papers in various reputed International Journals indexed with web of sciences, Scopus etc. His Research interests include Array Signal Processing, Wireless Sensor Networks, Information Centric Networks, Computer Vision, and Machine Learning.<\/strong><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64fcf13 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"64fcf13\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0e9e880\" data-id=\"0e9e880\" data-element_type=\"column\" data-e-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-7509ca3 elementor-widget elementor-widget-image\" data-id=\"7509ca3\" data-element_type=\"widget\" data-e-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=\"265\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-2-265x300.png\" class=\"attachment-medium size-medium wp-image-7231\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-2-265x300.png 265w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-2.png 337w\" sizes=\"(max-width: 265px) 100vw, 265px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-61bb7c3\" data-id=\"61bb7c3\" data-element_type=\"column\" data-e-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-735444c elementor-widget elementor-widget-heading\" data-id=\"735444c\" data-element_type=\"widget\" data-e-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\"> B. LALITHADEVI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-232f266 elementor-widget elementor-widget-text-editor\" data-id=\"232f266\" data-element_type=\"widget\" data-e-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><strong>Ms. B. Lalithadevi, currently working as Assistant Professor in the Department of Computer Science and Engineering at Sathyabama institute of Science and Technology, Chennai. She graduated in Computer Science and Engineering at Anna University, 2006 and she obtained her M.E degree in Computer Science and Engineering at Anna University in 2009. She is doing Ph.D in Computer Science and Engineering at SRM Institute of Science and Technology, Chennai. Her research interests include Image processing, Machine learning, Deep learning and Computer Vision. Meanwhile, she has published a research articles in SCI-indexed journals and reputed International Journals. A variety of papers have been presented and published in International Conference and National Conference. She has participated in various workshops and faculty development programs for improving her technical growth. She is a member of the IAENG association<\/strong><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9ab100b elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"9ab100b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a128f9b\" data-id=\"a128f9b\" data-element_type=\"column\" data-e-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-41e580f elementor-widget elementor-widget-image\" data-id=\"41e580f\" data-element_type=\"widget\" data-e-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=\"273\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-3-273x300.png\" class=\"attachment-medium size-medium wp-image-7234\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-3-273x300.png 273w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/New-Picture-3.png 346w\" sizes=\"(max-width: 273px) 100vw, 273px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-548c736\" data-id=\"548c736\" data-element_type=\"column\" data-e-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-2855a67 elementor-widget elementor-widget-heading\" data-id=\"2855a67\" data-element_type=\"widget\" data-e-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\">Dr. VASANTHAMMA H.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa3827a elementor-widget elementor-widget-text-editor\" data-id=\"aa3827a\" data-element_type=\"widget\" data-e-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><strong>Dr. Vasanthamma H, currently working as Professor &amp; Head in Department of Artificial Intelligence and Machine Learning, Proudhadevaraya Institute of Technology, T.B.Dam, Hospet. She holds Ph.D in Computer Science and Engineering from Visvesvaraya Technological University, Belgaum, Master of Technology in CS &amp; E from Visvesvaraya Technological University, Belgaum. She has vast teaching experience and also has published research papers in various reputed International Journals indexed with web of sciences, Scopus etc. Her Research interests include Wireless Sensor Networks, Information Centric Networks, Computer Vision, and Machine Learning.<\/strong><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d9a78e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"5d9a78e4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4aecdf0\" data-id=\"4aecdf0\" data-element_type=\"column\" data-e-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-6b1029d7 elementor-widget elementor-widget-heading\" data-id=\"6b1029d7\" data-element_type=\"widget\" data-e-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\">ABOUT BOOK \/ ABSTRACT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2931a9e2 elementor-widget elementor-widget-text-editor\" data-id=\"2931a9e2\" data-element_type=\"widget\" data-e-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>&#8220;NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS&#8221; is a comprehensive guide that dives deep into the world of neural networks and their applications in modern technology. From foundational theories to cutting-edge advancements, this book provides readers with a comprehensive understanding of deep learning and its potential impact on various fields.<\/p><p>In <strong>Chapter 1: Introduction to Neural Networks and Deep Learning<\/strong>, readers are introduced to the theoretical underpinnings of deep learning and its real-world applications. The chapter explores key concepts, navigates through neural network architectures, and discusses the current landscape of deep learning research. It also addresses ethical considerations and social implications, highlighting the intersection of deep learning with other disciplines.<\/p><p><strong>Chapter 2: Mathematical Foundations of Neural Networks<\/strong> lays the groundwork by covering essential mathematical concepts relevant to deep learning. From linear algebra to calculus, probability, and statistics, readers gain insights into the mathematical rigor behind neural network operations. The chapter also delves into optimization techniques and advanced mathematical concepts crucial for understanding deep learning models.<\/p><p><strong>Chapter 3: Single-Layer Perceptrons and Feedforward Networks<\/strong> explores the building blocks of neural networks, including perceptrons and activation functions. It discusses universal approximation theorems, backpropagation algorithms, and weight initialization techniques. Additionally, the chapter addresses challenges such as vanishing and exploding gradient problems, along with evolutionary algorithms and self-organizing maps.<\/p><p><strong>Chapter 4: Convolutional Neural Networks (CNNs)<\/strong> focuses on specialized architectures designed for image processing tasks. Readers learn about convolutional layers, pooling operations, and hierarchical feature learning. The chapter also covers object localization, transfer learning, and interpretability of CNNs, along with advanced architectures like capsule networks.<\/p><p><strong>Chapter 5: Recurrent Neural Networks (RNNs)<\/strong> delves into sequential data processing, temporal dependencies, and architectures like Long Short-Term Memory (LSTM) networks and Gated Recurrent Unit (GRU) networks. It addresses training challenges and explores real-world applications of recurrent networks.<\/p><p><strong>Chapter 6: Generative Adversarial Networks (GANs)<\/strong> introduces readers to the innovative concept of GANs and their applications in image generation. The chapter discusses training dynamics, challenges, and ethical considerations surrounding GANs. It also explores future developments and applications in creativity and adversarial robustness.<\/p><p><strong>Chapter 7: Autoencoders and Variational Autoencoders (VAEs)<\/strong> explores unsupervised learning techniques for representation learning and anomaly detection. Readers learn about various types of autoencoders, including adversarial autoencoders and quantum autoencoders.<\/p><p><strong>Chapter 8: Reinforcement Learning and Deep Q Networks (DQNs)<\/strong> provides insights into reinforcement learning fundamentals, Markov decision processes, and deep Q networks. It discusses policy gradient methods and their applications in real-world scenarios.<\/p><p><strong>Chapter 9: Transfer Learning in Deep Neural Networks<\/strong> explores transfer learning paradigms, domain adaptation techniques, and the role of transfer learning in achieving explainable AI. Readers gain insights into evaluating performance and generalization in transfer learning, along with applications in various domains.<\/p><p>&#8220;NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS&#8221; is an invaluable resource for researchers, practitioners, and enthusiasts looking to deepen their understanding of neural networks and harness the power of deep learning in diverse applications.<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>BOOKS CHAPTERS CALL FOR CHAPTERS UPCOMING TITLES (ACADEMICS) FOR EDITORS PROPOSE A BOOK PRICING SUBMIT BOOK\/CHAPTER BOOKS CHAPTERS CALL FOR CHAPTERS UPCOMING TITLES (ACADEMICS) FOR EDITORS PROPOSE A BOOK PRICING SUBMIT BOOK\/CHAPTER \u20b9 499.00 $ 40.00 ORDER PRINT ORDER EBOOK NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS AUTHOR(S) &#8211; Dr. VISHWAS MISHRA, Dr. VENUMADHAVA M, B. LALITHADEVI, Dr. VASANTHAMMA H. DOI &#8211; 10.61909\/AMKEDTB022409 Genre\/Subject &#8211; Computer Science Book code &#8211; AMKEDTB022409\u00a0 \u00a0 pgs: 200 ISBN(E) &#8211; 978-81-968364-9-8 Published &#8211; 27\/02\/2024 ISBN(P) &#8211; 978-81-968364-2-9 Published &#8211; 04\/03\/2024 \u00a0 AUTHOR(S) Dr. VISHWAS MISHRA Dr. Vishwas Mishra currently Associate Professor in the Department of Electrical and Electronics Engineering department of Swami Vivekanand Subharti University, Meerut, Uttar Pradesh, India. He had done his Ph.D and M.Tech. in VLSI Design from \u201cITM University, Gwalior\u201d, Madhya Pradesh, India. He passed B.Tech in ECE from RGTU, Bhopal, Madhya Pradesh, India. He has reviewed more than 3 books with Springer and published more than 10 research papers in international\/national journals\/conferences and book chapters and has more than 4 national patents in the field of low power design. His area of interest is on Low power VLSI Design, and Memristor. Dr. VENUMADHAVA M, Dr. Venumadhava M, currently working as Associate Professor in Department of Artificial Intelligence and Machine Learning, Proudhadevaraya Institute of Technology, T.B.Dam, Hospet. He holds Ph.D in Computer Science and Engineering from Visvesvaraya Technological University, Belgaum, Master of Technology in Industrial Electronics from Visvesvaraya Technological University, Belgaum. He has vast teaching experience and also has published research papers in various reputed International Journals indexed with web of sciences, Scopus etc. His Research interests include Array Signal Processing, Wireless Sensor Networks, Information Centric Networks, Computer Vision, and Machine Learning. B. LALITHADEVI Ms. B. Lalithadevi, currently working as Assistant Professor in the Department of Computer Science and Engineering at Sathyabama institute of Science and Technology, Chennai. She graduated in Computer Science and Engineering at Anna University, 2006 and she obtained her M.E degree in Computer Science and Engineering at Anna University in 2009. She is doing Ph.D in Computer Science and Engineering at SRM Institute of Science and Technology, Chennai. Her research interests include Image processing, Machine learning, Deep learning and Computer Vision. Meanwhile, she has published a research articles in SCI-indexed journals and reputed International Journals. A variety of papers have been presented and published in International Conference and National Conference. She has participated in various workshops and faculty development programs for improving her technical growth. She is a member of the IAENG association Dr. VASANTHAMMA H. Dr. Vasanthamma H, currently working as Professor &amp; Head in Department of Artificial Intelligence and Machine Learning, Proudhadevaraya Institute of Technology, T.B.Dam, Hospet. She holds Ph.D in Computer Science and Engineering from Visvesvaraya Technological University, Belgaum, Master of Technology in CS &amp; E from Visvesvaraya Technological University, Belgaum. She has vast teaching experience and also has published research papers in various reputed International Journals indexed with web of sciences, Scopus etc. Her Research interests include Wireless Sensor Networks, Information Centric Networks, Computer Vision, and Machine Learning. ABOUT BOOK \/ ABSTRACT &#8220;NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS&#8221; is a comprehensive guide that dives deep into the world of neural networks and their applications in modern technology. From foundational theories to cutting-edge advancements, this book provides readers with a comprehensive understanding of deep learning and its potential impact on various fields. In Chapter 1: Introduction to Neural Networks and Deep Learning, readers are introduced to the theoretical underpinnings of deep learning and its real-world applications. The chapter explores key concepts, navigates through neural network architectures, and discusses the current landscape of deep learning research. It also addresses ethical considerations and social implications, highlighting the intersection of deep learning with other disciplines. Chapter 2: Mathematical Foundations of Neural Networks lays the groundwork by covering essential mathematical concepts relevant to deep learning. From linear algebra to calculus, probability, and statistics, readers gain insights into the mathematical rigor behind neural network operations. The chapter also delves into optimization techniques and advanced mathematical concepts crucial for understanding deep learning models. Chapter 3: Single-Layer Perceptrons and Feedforward Networks explores the building blocks of neural networks, including perceptrons and activation functions. It discusses universal approximation theorems, backpropagation algorithms, and weight initialization techniques. Additionally, the chapter addresses challenges such as vanishing and exploding gradient problems, along with evolutionary algorithms and self-organizing maps. Chapter 4: Convolutional Neural Networks (CNNs) focuses on specialized architectures designed for image processing tasks. Readers learn about convolutional layers, pooling operations, and hierarchical feature learning. The chapter also covers object localization, transfer learning, and interpretability of CNNs, along with advanced architectures like capsule networks. Chapter 5: Recurrent Neural Networks (RNNs) delves into sequential data processing, temporal dependencies, and architectures like Long Short-Term Memory (LSTM) networks and Gated Recurrent Unit (GRU) networks. It addresses training challenges and explores real-world applications of recurrent networks. Chapter 6: Generative Adversarial Networks (GANs) introduces readers to the innovative concept of GANs and their applications in image generation. The chapter discusses training dynamics, challenges, and ethical considerations surrounding GANs. It also explores future developments and applications in creativity and adversarial robustness. Chapter 7: Autoencoders and Variational Autoencoders (VAEs) explores unsupervised learning techniques for representation learning and anomaly detection. Readers learn about various types of autoencoders, including adversarial autoencoders and quantum autoencoders. Chapter 8: Reinforcement Learning and Deep Q Networks (DQNs) provides insights into reinforcement learning fundamentals, Markov decision processes, and deep Q networks. It discusses policy gradient methods and their applications in real-world scenarios. Chapter 9: Transfer Learning in Deep Neural Networks explores transfer learning paradigms, domain adaptation techniques, and the role of transfer learning in achieving explainable AI. Readers gain insights into evaluating performance and generalization in transfer learning, along with applications in various domains. &#8220;NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS&#8221; is an invaluable resource for researchers, practitioners, and enthusiasts looking to deepen their understanding of neural networks and harness the power of deep learning in diverse applications.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":1681,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-7212","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/comments?post=7212"}],"version-history":[{"count":128,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7212\/revisions"}],"predecessor-version":[{"id":14435,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7212\/revisions\/14435"}],"up":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/1681"}],"wp:attachment":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/media?parent=7212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}