{"id":22634,"date":"2025-05-15T16:45:31","date_gmt":"2025-05-15T11:15:31","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=22634"},"modified":"2025-05-21T12:25:28","modified_gmt":"2025-05-21T06:55:28","slug":"activation-function-in-deep-learning","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/activation-function-in-deep-learning\/","title":{"rendered":"Activation Function in Deep Learning"},"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=Fjalla+One&amp;family=Lexend+Deca%3Awght%40700&amp;family=Roboto%3Awght%40700\" 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poster-portrait-src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/cropped-Edit-Story-Operations-Analyst-Job-Copy-\u2039-Pickl-AI-\u2014-WordPress-05-15-2025_04_42_PM.png\"><amp-story-page id=\"be42c303-cb35-42c1-95e3-ba6dacab3ff8\" 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:#054756\">\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-5358b0e5-a5d8-4315-bcb2-f14b8806bcf1\">\n<div style=\"position:absolute;width:306.47213%;height:100%;left:-14.97849%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function.webp\" alt=\"Types-of-activation-function\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function.webp 1024w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-800x464.webp 800w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-768x446.webp 768w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-550x319.webp 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-380x220.webp 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-300x174.webp 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-255x148.webp 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-200x116.webp 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-150x87.webp 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/Types-of-activation-function-110x64.webp 110w\" sizes=\"(min-width: 1024px) 138vh, 307vw\" disable-inline-width=\"true\"><\/amp-img><\/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:25.24272%;top:1.94175%;width:56.5534%;height:12.78317%;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-c8a9d412-3a05-4b46-91bf-2b9e4026ca05\">\n<div style=\"position:absolute;width:100%;height:102.04812%;left:0%;top:-0.7596%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 25vh, 57vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:22.97735%;width:76.94175%;height:26.69903%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.2121212121212122% 1.2121212121212122% 1.2121212121212122% 1.2121212121212122%\" id=\"el-3f529cd9-9322-43ef-a0aa-3caff186fb7d\">\n<h1 id=\"activation-function-in-deep-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.40340965102523657% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.728155em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Activation Function in Deep Learning<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:66.34304%;width:76.94175%;height:12.62136%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.564102564102564% 2.564102564102564% 2.564102564102564% 2.564102564102564%\" id=\"el-c87b780e-fe4f-44e5-957f-faa14be785f0\">\n<h2 id=\"activate-your-neural-network\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2523659305993693% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Activate Your Neural Network<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"c9fe302e-4a70-410d-a36f-744399ef7e34\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e805ea3d-bb3a-4a7a-8a91-284b60ada01a\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-31617a30-d184-488a-8a43-c58f961d15fc\",\"keyframes\":{\"transform\":[\"translate3d(0px, 249.32261%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-758e249c-7662-46c6-9eed-c00d4beb04c7\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6f9928a3-6d3a-4ca1-af9b-cea9ad5f47e8\",\"keyframes\":{\"transform\":[\"translate3d(0px, 276.43081%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 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:#f7f7f7\">\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 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-31617a30-d184-488a-8a43-c58f961d15fc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 249.32261%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:30.434782608695656% 30.434782608695656% 30.434782608695656% 30.434782608695656% \/ 85.36585365853658% 85.36585365853658% 85.36585365853658% 85.36585365853658%\" class=\"mask\" id=\"el-58e0b7df-7ef4-45cf-a5a1-608395a8eb58\">\n<div class=\"fill\" style=\"background-color:#0373ff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:39.56311%;top:94.49838%;width:26.21359%;height:5.33981%;opacity:1\">\n<div id=\"anim-758e249c-7662-46c6-9eed-c00d4beb04c7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-6f9928a3-6d3a-4ca1-af9b-cea9ad5f47e8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 276.43081%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.8518518518518516% 1.8518518518518516% 1.8518518518518516% 1.8518518518518516% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-bec0d131-c066-48ae-bda8-efde859d9254\"><a href=\"https:\/\/www.pickl.ai\/blog\/activation-function-in-deep-learning\/\" target=\"_blank\" rel=\"noreferrer\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:6.221064814814815% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:0.5;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:34.46602%;top:0;width:36.16505%;height:8.57605%;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-a4487e7c-f2ed-4ab7-97fa-8f23afa70767\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:11.8123%;width:76.94175%;height:22.49191%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4388489208633095% 1.4388489208633095% 1.4388489208633095% 1.4388489208633095%\" id=\"el-3b25c1b0-e9c3-483d-b81a-b3e309f848f0\">\n<h1 id=\"what-are-activation-functions-in-deep-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.34065703864353286% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">What Are Activation Functions in Deep Learning?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:40.61489%;width:77.18447%;height:45.63107%;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% \/ 0.7092198581560284% 0.7092198581560284% 0.7092198581560284% 0.7092198581560284%\" id=\"el-15157575-64d6-4b7e-9bff-04d59f76b1ca\">\n<h3 id=\"activation-functions-decide-if-a-neuron-should-activate-allowing-neural-networks-to-learn-complex-non-linear-patterns-from-data-and-make-accurate-predictions\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.20440251572327056% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.420712em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Activation functions decide if a neuron should activate, allowing neural networks to learn complex, non-linear patterns from data and make accurate predictions.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"81d0e208-5735-4ceb-a27b-12c2de287ac8\" 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:#eae8e6\">\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-c9d9c8b1-e97d-4e68-897a-2adef2354dc4\">\n<div style=\"position:absolute;width:473.8513%;height:100%;left:-311.92565%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb.png 709w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb-550x206.png 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb-380x143.png 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb-255x96.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/0_ZbaF62E7nLqX-qQb-200x75.png 200w\" sizes=\"(min-width: 1024px) 213vh, 473vw\" disable-inline-width=\"true\"><\/amp-img><\/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:32.03883%;top:-4.20712%;width:36.16505%;height:8.57605%;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-ca97178f-733a-4598-bcf5-819a85176c59\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:15.53398%;width:76.94175%;height:14.72492%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198%\" id=\"el-ff81a966-173c-449a-8e0f-b8e7694721ee\">\n<h1 id=\"why-is-non-linearity-important\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.33169237973186144% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.598706em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Why Is Non-Linearity Important?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:38.51133%;width:76.94175%;height:52.75081%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 0.6134969325153374% 0.6134969325153374% 0.6134969325153374% 0.6134969325153374%\" id=\"el-9454f74f-885a-4709-a9bc-2ea04ae6e441\">\n<h2 id=\"without-activation-functions-neural-networks-act-as-simple-linear-models-unable-to-capture-complex-data-relationships-non-linearity-is-essential-for-deep-learnings-power-and-flexibility\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2129337539432179% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Without activation functions, neural networks act as simple linear models, unable to capture complex data relationships. Non-linearity is essential for deep learning\u2019s power and flexibility.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ade1c64c-350e-4625-a2f4-d46ab80e2f46\" 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:#343431\">\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-064640e8-462e-4c5e-a8d6-5ee718e590e2\">\n<div style=\"position:absolute;width:315.94704%;height:100%;left:-95.85231%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1.jpg\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1.jpg 686w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-550x309.jpg 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-380x214.jpg 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-300x169.jpg 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-255x143.jpg 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-200x113.jpg 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-150x84.jpg 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/hq720-1-110x62.jpg 110w\" sizes=\"(min-width: 1024px) 142vh, 316vw\" disable-inline-width=\"true\"><\/amp-img><\/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:32.03883%;top:5.01618%;width:38.59223%;height:8.57605%;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-68cb440b-088e-4b6c-9c73-85f1ba298740\">\n<div style=\"position:absolute;width:100%;height:103.80001%;left:0%;top:-1.95935%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 17vh, 39vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:25.72816%;width:76.94175%;height:22.49191%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4388489208633095% 1.4388489208633095% 1.4388489208633095% 1.4388489208633095%\" id=\"el-6328e6e3-dc90-4db6-96ed-133650db707c\">\n<h1 id=\"binary-step-function-the-simplest-activation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.34065703864353286% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Binary Step Function: The Simplest Activation<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.86408%;top:52.10356%;width:76.94175%;height:40.61489%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 0.796812749003984% 0.796812749003984% 0.796812749003984% 0.796812749003984%\" id=\"el-eb47ae87-f00b-4d84-8804-ec363511b4a6\">\n<h3 id=\"the-binary-step-function-activates-a-neuron-only-if-the-input-exceeds-a-threshold-its-used-for-basic-binary-classification-but-lacks-flexibility-for-complex-tasks\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2050473186119875% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.420712em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">The binary step function activates a neuron only if the input exceeds a threshold. It\u2019s used for basic binary classification but lacks flexibility for complex tasks.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d902b77b-2455-4455-acb3-fa6f7e80afa8\" 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:#040504\">\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-f73d7e31-6dc7-4e85-a120-12f59ab805b5\">\n<div style=\"position:absolute;width:317.94872%;height:100%;left:-125.64103%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200.png 930w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-800x447.png 800w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-768x429.png 768w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-550x308.png 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-380x212.png 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-300x168.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-255x143.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-200x112.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/sigmoid-function-with-derivative.width-1200-150x84.png 150w\" sizes=\"(min-width: 1024px) 143vh, 319vw\" disable-inline-width=\"true\"><\/amp-img><\/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:32.03883%;top:-4.20712%;width:36.16505%;height:8.57605%;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-b0ef720d-a4ed-4fc6-b280-d2d7abf9bbe3\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:15.53398%;width:76.94175%;height:22.49191%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 1.4388489208633095% 1.4388489208633095% 1.4388489208633095% 1.4388489208633095%\" id=\"el-b4de176a-217c-40c4-9ae5-506ab2bb4a84\">\n<h1 id=\"sigmoid-function-smooth-probability-output\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.34065703864353286% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Sigmoid Function: Smooth Probability Output<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:44.33657%;width:76.94175%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145%\" id=\"el-8762579c-2b54-4ff9-b9a1-06e1a9a9f0bc\">\n<h2 id=\"the-sigmoid-activation-function-outputs-values-between-0-and-1-making-it-ideal-for-binary-classification-and-probability-based-predictions-in-neural-networks\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2129337539432179% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">The sigmoid activation function outputs values between 0 and 1, making it ideal for binary classification and probability-based predictions in neural networks.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"2421e7b8-9ad0-43fa-af04-8f07a139b2e1\" 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:#e8e8e6\">\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-03b2e6af-b033-4917-8ee3-9140294b3d57\">\n<div style=\"position:absolute;width:238.05002%;height:100%;left:-69.02501%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1.png 940w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-800x597.png 800w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-768x574.png 768w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-550x411.png 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-380x284.png 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-300x224.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-255x190.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-200x149.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/image-17-1-110x82.png 110w\" sizes=\"(min-width: 1024px) 107vh, 238vw\" disable-inline-width=\"true\"><\/amp-img><\/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:32.03883%;top:0;width:36.16505%;height:8.57605%;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-e3219781-9e51-4639-94ba-e49c579e43fa\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:22.00647%;width:76.94175%;height:14.72492%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198%\" id=\"el-078a6d8c-93e5-489e-acab-01a8a4663ef2\">\n<h1 id=\"tanh-function-zero-centered-activation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.33169237973186144% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.598706em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Tanh Function: Zero-Centered Activation<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.16505%;top:42.71845%;width:77.18447%;height:47.411%;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% \/ 0.6825938566552902% 0.6825938566552902% 0.6825938566552902% 0.6825938566552902%\" id=\"el-ad911236-8440-4b8c-bacb-e2b28a739ea5\">\n<h2 id=\"the-tanh-hyperbolic-tangent-function-outputs-values-between-1-and-1-its-often-used-in-hidden-layers-to-provide-zero-centered-activations-aiding-model-convergence\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.21226415094339643% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">The tanh (hyperbolic tangent) function outputs values between -1 and 1. It\u2019s often used in hidden layers to provide zero-centered activations, aiding model convergence.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"0b36a2cf-efd1-47a6-ab36-25395c64de0d\" 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:#efefef\">\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-09c8dc4c-375a-404d-8b98-bd5382c8a10a\">\n<div style=\"position:absolute;width:255.18568%;height:100%;left:-155.11185%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3.jpg\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3.jpg 1078w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-1024x713.jpg 1024w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-800x557.jpg 800w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-768x535.jpg 768w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-550x383.jpg 550w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-380x265.jpg 380w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-300x209.jpg 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-255x178.jpg 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-200x140.jpg 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-150x104.jpg 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/o2xl3-110x77.jpg 110w\" sizes=\"(min-width: 1024px) 115vh, 255vw\" disable-inline-width=\"true\"><\/amp-img><\/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:32.03883%;top:0;width:36.16505%;height:8.57605%;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-96e696ad-7771-4f5a-9b98-ddd295b3e8bd\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:16.99029%;width:76.94175%;height:15.04854%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.1505376344086025% 2.1505376344086025% 2.1505376344086025% 2.1505376344086025%\" id=\"el-ebefcf83-515f-475b-a655-4a9ce302d98c\">\n<h1 id=\"relu-the-go-to-for-hidden-layers\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.34065703864353286% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">ReLU: The Go-To for Hidden Layers<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:40.45307%;width:76.94175%;height:47.411%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 0.6825938566552902% 0.6825938566552902% 0.6825938566552902% 0.6825938566552902%\" id=\"el-86b1c247-b668-4cf5-8e33-b5cc1b054397\">\n<h2 id=\"relu-rectified-linear-unit-outputs-zero-for-negative-inputs-and-the-input-itself-for-positive-values-helping-avoid-vanishing-gradients-and-speeding-up-training\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2129337539432179% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">ReLU (Rectified Linear Unit) outputs zero for negative inputs and the input itself for positive values, helping avoid vanishing gradients and speeding up training.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"95ddc99f-f77a-4c4a-a0e2-eb857260d0c1\" 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:#fff599\">\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-016f5392-16f3-4d72-997d-da5035cfd51d\">\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:34.2233%;top:2.42718%;width:36.16505%;height:8.57605%;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-a1078c1a-1a06-44b8-b4b8-8236eb1ad0cc\">\n<div style=\"position:absolute;width:102.8048%;height:100%;left:-1.45648%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png\" alt=\"\" srcSet=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2025\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 16vh, 36vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:20.71197%;width:76.94175%;height:15.04854%;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:0.6309148264984227% 0.6309148264984227% 0.6309148264984227% 0.6309148264984227% \/ 2.1505376344086025% 2.1505376344086025% 2.1505376344086025% 2.1505376344086025%\" id=\"el-dbc23752-12f0-4745-abd6-401ea5306490\">\n<h1 id=\"choosing-the-right-activation-function\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.34065703864353286% 0;font-family:&quot;Fjalla One&quot;,sans-serif;font-size:0.614887em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Choosing the Right Activation Function<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:44.66019%;width:77.18447%;height:43.68932%;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% \/ 0.7407407407407408% 0.7407407407407408% 0.7407407407407408% 0.7407407407407408%\" id=\"el-c8c0881e-6ce8-4aad-b9dd-f538e119b963\">\n<h2 id=\"select-softmax-for-multi-class-sigmoid-for-binary-or-relu-for-hidden-layers-the-right-choice-boosts-training-speed-accuracy-and-neural-network-performance\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.2201257861635218% 0;font-family:&quot;Lexend Deca&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Select softmax for multi-class, sigmoid for binary, or ReLU for hidden layers. The right choice boosts training speed, accuracy, and neural network performance<\/span><\/span><\/h2>\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":"Explore activation functions in deep learning-key to introducing non-linearity, enabling neural networks to learn complex patterns. Learn about types, roles, and examples of activation functions.\n","protected":false},"author":1,"featured_media":22650,"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":[3711],"web_story_tag":[4019,3716],"class_list":["post-22634","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>Activation Function in Deep Learning - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Explore activation functions in deep learning-key to introducing non-linearity, enabling neural networks to learn complex patterns. 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