{"id":6043,"date":"2024-02-13T11:29:12","date_gmt":"2024-02-13T11:29:12","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=6043"},"modified":"2024-02-13T11:29:13","modified_gmt":"2024-02-13T11:29:13","slug":"top-10-deep-learning-algorithms","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/top-10-deep-learning-algorithms\/","title":{"rendered":"Top 10 Deep Learning Algorithms"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Lora%3Awght%40400%3B700&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/>\n<style 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name=\"web-stories-replace-head-start\"\/><title>Top 10 Deep Learning Algorithms<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=6043\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"Top 10 Deep Learning Algorithms\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/cropped-3d-render-modern-technology-background-with-female-head.jpg\"><amp-story-page id=\"74be06df-e414-4d50-ab2e-89ef233fb011\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#dbca09\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-eeb7dfa4-675a-488e-8c6d-181b47202097\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:44.49838%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-0b64c1bf-c1cf-4309-a3bd-6f918f026d76\">\n<div style=\"position:absolute;width:100%;height:100.00001%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head.jpg\" alt=\"3d-render-modern-technology-background-with-female-head\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head.jpg 1500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head-1024x853.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head-768x640.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head-300x250.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-render-modern-technology-background-with-female-head-150x125.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:51.94175%;width:76.69903%;height:43.20388%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 0.7490636704119851% 0.7490636704119851% 0.7490636704119851% 0.7490636704119851%\" id=\"el-d549b879-6ca3-42a8-9ca8-3e5402d01837\">\n<h1 id=\"top-10-deep-learning-algorithms\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.7832278481012663% 0;font-family:&quot;Lora&quot;,serif;font-size:0.889968em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Top 10 Deep Learning Algorithms<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"8f8e7537-cfd5-4c5c-82ae-341052a532da\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#7b2cbf\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-430fc337-4145-4908-ba90-ce6cf6eddedf\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:53.39806%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-1a3c1670-68b7-4a87-bdfc-62aab5e1b613\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299.jpg\" alt=\"12789080_5065299\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299.jpg 2000w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-1536x1536.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/12789080_5065299-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:55.33981%;width:76.69903%;height:11.97411%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.7027027027027026% 2.7027027027027026% 2.7027027027027026% 2.7027027027027026%\" id=\"el-c6568d9d-c5e2-4de3-83ed-81c988d17c12\">\n<h2 id=\"convolutional-neural-networks-cnns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.42721518987341817% 0;font-family:&quot;Lora&quot;,serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Convolutional Neural Networks (CNNs)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:69.25566%;width:73.30097%;height:28.15534%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 1.1494252873563218% 1.1494252873563218% 1.1494252873563218% 1.1494252873563218%\" id=\"el-5093ee4e-5a30-47b5-9eed-bdfb54b6972e\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.23841059602649028% 0;font-family:&quot;Lora&quot;,serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Used primarily for image recognition and classification tasks.<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">Comprised of convolutional layers applying filters to input data.<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">Enable learning of spatial hierarchies and patterns within images.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:30.82524%;top:97.57282%;width:35.19417%;height:5.01618%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.3793103448275863% 1.3793103448275863% 1.3793103448275863% 1.3793103448275863% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-0a709da6-4d5f-4cf9-a8a5-52438493a152\"><a href=\"https:\/\/pickl.ai\/blog\/top-deep-learning-algorithms-in-machine-learning\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/Top-10-Deep-Learning-Algorithms.jpg\" data-tooltip-text=\"Top 10 Deep Learning Algorithms in Machine Learning - Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.26185344827586154% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ffd900\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"59cfbfbe-ce8d-4da8-a8ab-5e33ce502333\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#d795cf\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fcc6b916-ebf9-4c8f-ab21-ff164f7f82d8\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:53.39806%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-964a5f3c-1e16-4aa9-8e61-d4d57173e07c\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots.jpg\" alt=\"3d-plexus-background-with-connecting-lines-dots\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots.jpg 1500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3d-plexus-background-with-connecting-lines-dots-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:53.39806%;width:80.09709%;height:14.23948%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6060606060606061% 0.6060606060606061% 0.6060606060606061% 0.6060606060606061% \/ 2.272727272727273% 2.272727272727273% 2.272727272727273% 2.272727272727273%\" id=\"el-3682ac4c-caf0-423a-97d2-d4777d0ca84d\">\n<h1 id=\"recurrent-neural-networks-rnns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.49090909090909124% 0;font-family:&quot;Lora&quot;,serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #1e08bf\">Recurrent Neural Networks (RNNs)<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:68.60841%;width:75%;height:31.39159%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 1.0309278350515463% 1.0309278350515463% 1.0309278350515463% 1.0309278350515463%\" id=\"el-90276e42-9165-41b6-846e-aef8665fa8e9\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.25889967637540473% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #603809\">Designed to process sequential data by retaining information from previous inputs.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #603809\">Widely applied in natural language processing, time series analysis, and speech recognition tasks.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"23940d52-25fb-4312-8dee-4adefb5d2777\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-01c8da3a-c2df-4d8f-b028-706fd6eb8526\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#eddb93\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-4e95965a-886d-442f-95b9-d370ff3d4c38\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-e09d4e0e-c825-4763-bb30-628c8b3c635a\">\n<div style=\"position:absolute;width:100.00001%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up.jpg\" alt=\"top-view-circuit-board-close-up\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up.jpg 1500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up-1024x683.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/top-view-circuit-board-close-up-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:38.02589%;width:76.69903%;height:17.79935%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.8181818181818181% 1.8181818181818181% 1.8181818181818181% 1.8181818181818181%\" id=\"el-70d7106b-b67f-4f74-9bfe-5190b892a2c0\">\n<h2 id=\"long-short-term-memory-networks-lstms\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.42721518987341817% 0;font-family:&quot;Lora&quot;,serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #a22ad2\">Long Short-Term Memory Networks (LSTMs)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:58.25243%;width:75%;height:34.78964%;opacity:1\">\n<div id=\"anim-01c8da3a-c2df-4d8f-b028-706fd6eb8526\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 0.9302325581395349% 0.9302325581395349% 0.9302325581395349% 0.9302325581395349%\" id=\"el-ee6ee259-4a18-466e-9171-5f5fa0235bb3\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09101941747572816% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #1027dd\">Specialized RNNs capable of learning long-term dependencies in sequential data.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #1027dd\">Address the vanishing gradient problem and essential for memory retention tasks like language modeling and sentiment analysis.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:26.45631%;top:90.29126%;width:45.63107%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0638297872340425% 1.0638297872340425% 1.0638297872340425% 1.0638297872340425% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-07be6664-efb7-41d3-bf91-ba7f5f61ed20\"><a href=\"https:\/\/pickl.ai\/blog\/top-applications-of-deep-learning-you-should-know\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/06\/Deep-Learning.jpg\" data-tooltip-text=\"Top 8 Fascinating Applications of Deep Learning You Should Know - Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5744680851063839% 0;font-family:&quot;Lora&quot;,serif;font-size:0.436893em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"b1d864fb-ed46-4a13-8e51-bbb4a286753d\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#42ebc2\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-6b1e0dcc-be61-4a21-880f-a29cb3b8538c\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:38.83495%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-4a7b9197-ac9b-4f78-b28b-052ee61a162c\">\n<div style=\"position:absolute;width:100%;height:100.00977%;left:0%;top:-0.00489%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-scaled.jpg\" alt=\"3585386_66231\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-2048x1490.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-1536x1117.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-1024x745.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-768x559.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-300x218.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585386_66231-150x109.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:40.7767%;width:76.69903%;height:10.67961%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 3.0303030303030303% 3.0303030303030303% 3.0303030303030303% 3.0303030303030303%\" id=\"el-3aadad9c-4d36-4e00-8b90-5f258f8ae1bc\">\n<h2 id=\"generative-adversarial-networks-gans\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.3417721518987348% 0;font-family:&quot;Lora&quot;,serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e06e04\">Generative Adversarial Networks (GANs)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:56.47249%;width:76.69903%;height:42.23301%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145%\" id=\"el-098256a6-80cf-4f1e-9bba-52b401accebe\">\n<h3 id=\"composed-of-a-generator-and-a-discriminator-trained-simultaneously-used-to-generate-realistic-data-samples-leading-to-advancements-in-image-synthesis-style-transfer-and-data-au\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.3037974683544306% 0;font-family:&quot;Lora&quot;,serif;font-size:0.388350em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #1321ef\">\u2013 Composed of a generator and a discriminator trained simultaneously.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #1321ef\">\u2013 Used to generate realistic data samples, leading to advancements in image synthesis, style transfer, and data augmentation.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"6e32c5cd-f3fc-4ec8-aff6-8d21dd7f60da\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#fdc09d\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-0ded9190-d7fd-423f-988a-0bc9bc01785e\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:53.39806%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-43d5ae99-94dc-4e77-93eb-2671063e33e6\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-scaled.jpg\" alt=\"10135268_17886553\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-2048x2048.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-1536x1536.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/10135268_17886553-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:56.31068%;width:76.69903%;height:11.97411%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.7027027027027026% 2.7027027027027026% 2.7027027027027026% 2.7027027027027026%\" id=\"el-a5bc9840-2172-45b6-8d96-39b508b8a081\">\n<h2 id=\"deep-belief-networks-dbns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.42721518987341817% 0;font-family:&quot;Lora&quot;,serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #4b1283\">Deep Belief Networks (DBNs)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:72.16828%;width:77.18447%;height:35.11327%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.9216589861751152% 0.9216589861751152% 0.9216589861751152% 0.9216589861751152%\" id=\"el-0e5dde57-f147-4777-aad2-a8f34ca1c9cb\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2515723270440254% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #499312\">Probabilistic graphical models consisting of multiple layers of restricted Boltzmann machines.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #499312\">Applied in unsupervised learning tasks such as dimensionality reduction, feature learning, and collaborative filtering.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e4204ade-cfb3-425f-843c-e6023e27f053\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#bdaaed\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d3deea3a-24e2-413b-b7f0-775e183413f6\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:53.39806%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fd9f3343-26ea-4730-959a-2f951598fc5a\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995.jpg\" alt=\"21743710_6505995\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995.jpg 2000w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-1536x1536.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/21743710_6505995-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:53.39806%;width:74.51456%;height:7.60518%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6514657980456027% 0.6514657980456027% 0.6514657980456027% 0.6514657980456027% \/ 4.25531914893617% 4.25531914893617% 4.25531914893617% 4.25531914893617%\" id=\"el-acd25e31-fb5a-4199-abef-9ca436d42394\">\n<h1 id=\"autoencoders\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5276872964169385% 0;font-family:&quot;Lora&quot;,serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #dbca09\">Autoencoders<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:10.67961%;top:63.43042%;width:75.48544%;height:31.39159%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6430868167202572% 0.6430868167202572% 0.6430868167202572% 0.6430868167202572% \/ 1.0309278350515463% 1.0309278350515463% 1.0309278350515463% 1.0309278350515463%\" id=\"el-5803deba-2a31-4a18-9cfb-c14058593579\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2572347266881031% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e60bcb\">\u2013 Neural networks encoding input data into a compact representation and reconstructing it.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #e60bcb\">\u2013 Utilized for tasks including data compression, denoising, and anomaly detection.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:10.67961%;top:96.76375%;width:59.46602%;height:5.50162%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.8163265306122449% 0.8163265306122449% 0.8163265306122449% 0.8163265306122449% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-7b1aed0e-09a1-4102-acde-2170afc74505\"><a href=\"https:\/\/pickl.ai\/blog\/what-is-deep-learning\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/01\/Deep-Learning.jpg\" data-tooltip-text=\"What is Deep Learning in simple words- with Examples - Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.440816326530613% 0;font-family:&quot;Lora&quot;,serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"efbe391c-0e41-40ef-809a-d429f2f4e921\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#3bc8ed\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9ad51c60-6a71-47d2-a2e2-f2936b8bc328\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:53.39806%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d21d28c5-effc-4996-b6f4-91f99a7aebd8\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-scaled.jpg\" alt=\"5665352_57867\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-2048x2048.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-1536x1536.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/5665352_57867-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:56.31068%;width:77.6699%;height:11.97411%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.625% 0.625% 0.625% 0.625% \/ 2.7027027027027026% 2.7027027027027026% 2.7027027027027026% 2.7027027027027026%\" id=\"el-15473a7e-f995-435f-bd2b-c79237065982\">\n<h2 id=\"deep-q-networks-dqns\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.42187500000000044% 0;font-family:&quot;Lora&quot;,serif;font-size:0.485437em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\">Deep Q-Networks (DQNs)<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:71.19741%;width:76.69903%;height:31.39159%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.0309278350515463% 1.0309278350515463% 1.0309278350515463% 1.0309278350515463%\" id=\"el-e3312251-3edd-4c12-9e0f-89f7eb4664f3\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.25316455696202556% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ffd900\">Fill in some textCombine deep learning with reinforcement learning for learning complex decision-making policies.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #ffd900\">Successful in tasks like video game playing, robotics control, and autonomous navigation.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"85a310f8-fa64-4f83-a8b3-c0b336fac745\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#590d22\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-2ef17319-fa6b-41b4-a16a-7f4eb48d738a\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:35.43689%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d9b83604-d44d-46f5-85fd-025ac4e1e865\">\n<div style=\"position:absolute;width:100%;height:100.00536%;left:0%;top:-0.00268%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-scaled.jpg\" alt=\"7115336_41301\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-2048x1359.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-1536x1019.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-1024x680.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-768x510.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-300x199.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/7115336_41301-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:38.83495%;width:76.69903%;height:14.40129%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.247191011235955% 2.247191011235955% 2.247191011235955% 2.247191011235955%\" id=\"el-8b6a695e-35c0-45d4-986d-07daa4aff6ce\">\n<h1 id=\"transformer-networks\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5126582278481017% 0;font-family:&quot;Lora&quot;,serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #19e0c9\">Transformer Networks<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.86408%;top:58.73786%;width:77.6699%;height:35.11327%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.625% 0.625% 0.625% 0.625% \/ 0.9216589861751152% 0.9216589861751152% 0.9216589861751152% 0.9216589861751152%\" id=\"el-a2fe5bef-bc59-4df0-a321-6a119a2b4c3c\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2500000000000002% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #ffffb7\">Architectures based on self-attention mechanisms, prevalent in natural language processing.<\/span><\/p>\n<p><span style=\"color: #ffffb7\">Parallelizable and capable of capturing global dependencies, advancing machine translation, text summarization, and language understanding.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"08586ecb-816c-4be4-a08a-babf6dfab17e\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#003bad\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fd67382d-68fb-4ccf-b782-d311325b15c0\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-bf3fa91b-ae78-4f4e-83a7-b9597f27885c\">\n<div style=\"position:absolute;width:100.03909%;height:100%;left:-0.01954%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-scaled.jpg\" alt=\"29845112_2207_w022_n003_671b_p15_671\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-2048x1365.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-1536x1024.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-1024x683.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/29845112_2207_w022_n003_671b_p15_671-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:39.64401%;width:76.21359%;height:7.60518%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6369426751592357% 0.6369426751592357% 0.6369426751592357% 0.6369426751592357% \/ 4.25531914893617% 4.25531914893617% 4.25531914893617% 4.25531914893617%\" id=\"el-b2be2654-ee4d-4f24-80fa-6d00920ea853\">\n<h1 id=\"capsule-networks\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5159235668789812% 0;font-family:&quot;Lora&quot;,serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #ebe680\">Capsule Networks<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:54.36893%;width:76.21359%;height:40.93851%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6369426751592357% 0.6369426751592357% 0.6369426751592357% 0.6369426751592357% \/ 0.7905138339920948% 0.7905138339920948% 0.7905138339920948% 0.7905138339920948%\" id=\"el-0f797c9c-857f-4610-83fa-0a4b0211fef2\">\n<h3 id=\"novel-hierarchical-feature-learning-approach-aiming-to-surpass-traditional-cnn-limitations-employ-dynamic-routing-mechanisms-and-exhibit-promise-in-object-recognition-pose-estima\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2675159235668789% 0;font-family:&quot;Lora&quot;,serif;font-size:0.339806em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #b15709\">\u2013 Novel hierarchical feature learning approach aiming to surpass traditional CNN limitations.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #b15709\">\u2013 Employ dynamic routing mechanisms and exhibit promise in object recognition, pose estimation, and image reconstruction.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"51ed8283-036c-439f-bdf7-0042fda9f787\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#603809\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-10a1a6ad-d04a-4dc5-be65-7c8e19f524c9\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:32.8479%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-74647eff-13b6-4eae-bab8-e3352beaa482\">\n<div style=\"position:absolute;width:100%;height:100.02955%;left:0%;top:-0.01477%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation.jpeg\" alt=\"artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation.jpeg 1500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation-1024x630.jpeg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation-768x473.jpeg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation-300x185.jpeg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/artificial-intelligence-enabling-computers-replicate-human-brain-functioning-machine-learning-algorithms-used-computational-operations-based-data-pattern-recognition-3d-render-animation-150x92.jpeg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:35.76052%;width:76.69903%;height:14.23948%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.272727272727273% 2.272727272727273% 2.272727272727273% 2.272727272727273%\" id=\"el-10042831-2a5c-49e6-be69-722017838fdc\">\n<h1 id=\"neural-turing-machines-ntms\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5126582278481017% 0;font-family:&quot;Lora&quot;,serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Neural Turing Machines (NTMs)<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:52.91262%;width:71.60194%;height:39.15858%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6779661016949152% 0.6779661016949152% 0.6779661016949152% 0.6779661016949152% \/ 0.8264462809917356% 0.8264462809917356% 0.8264462809917356% 0.8264462809917356%\" id=\"el-12097ec1-057e-43e1-b0e9-a5faf81a5d4e\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2711864406779663% 0;font-family:&quot;Lora&quot;,serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Integrate neural networks with external memory units for learning algorithmic tasks and reasoning.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #fff\">Suitable for tasks like program synthesis and symbolic reasoning due to their capability to manipulate complex data structures.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Deep learning algorithms operate by progressively acquiring patterns and representations from data through a iterative process referred to as training.\n","protected":false},"author":1,"featured_media":6060,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-6043","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Top 10 Deep Learning Algorithms - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Deep learning algorithms operate by progressively acquiring patterns and representations from data through a iterative process referred to as training.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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