{"id":51,"date":"2022-01-11T12:29:25","date_gmt":"2022-01-11T11:29:25","guid":{"rendered":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/?page_id=51"},"modified":"2022-01-24T16:31:30","modified_gmt":"2022-01-24T15:31:30","slug":"digitaldesign","status":"publish","type":"page","link":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/digitaldesign\/","title":{"rendered":"Digital Design"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"51\" class=\"elementor elementor-51\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3803ff4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3803ff4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d1ae65c\" data-id=\"d1ae65c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3e15666\" data-id=\"3e15666\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e15b54e elementor-widget elementor-widget-spacer\" data-id=\"e15b54e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3d535 elementor-widget elementor-widget-text-editor\" data-id=\"5a3d535\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.3 - 28-12-2021 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span dir=\"ltr\" role=\"presentation\">The convolutional neural network has been implemented in VHDL and synthesized for the Intel<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Cyclone V FPGA. <\/span><span dir=\"ltr\" role=\"presentation\">The convolutions are calculated using the convolution layer component.<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">The Central CNN Unit performs the communication with the convolution layer, HPS and SD-Ram<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Controller.<\/span><span dir=\"ltr\" role=\"presentation\"><br \/><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-07069e1\" data-id=\"07069e1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ce8c30 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ce8c30\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3bcea46\" data-id=\"3bcea46\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f7a62f elementor-widget elementor-widget-spacer\" data-id=\"4f7a62f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76a7e25 elementor-widget elementor-widget-image\" data-id=\"76a7e25\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.3 - 28-12-2021 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"792\" height=\"722\" src=\"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-content\/uploads\/2022\/01\/Blockschaltbild_Digital_Design.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-content\/uploads\/2022\/01\/Blockschaltbild_Digital_Design.png 792w, https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-content\/uploads\/2022\/01\/Blockschaltbild_Digital_Design-300x273.png 300w, https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-content\/uploads\/2022\/01\/Blockschaltbild_Digital_Design-768x700.png 768w\" sizes=\"auto, (max-width: 792px) 100vw, 792px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e009fc elementor-widget elementor-widget-text-editor\" data-id=\"8e009fc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2>Central CNN Unit<\/h2><ul><li><span dir=\"ltr\" role=\"presentation\">Receives the weights and images from HPS<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Transmits processed images to HPS<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Performs layer configuration and weight transmission to convolution layer<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Calculates Pooling and Upsampling of the image<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Transmits weights from SD-Ram to convolution layer<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10c9737 elementor-widget elementor-widget-text-editor\" data-id=\"10c9737\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2>Convolution Layer<\/h2><ul><li><span dir=\"ltr\" role=\"presentation\">Convolution layer implementation with configurable image size, number of feature maps <\/span><span dir=\"ltr\" role=\"presentation\">and input channels<\/span><\/li><li><span dir=\"ltr\" role=\"presentation\">Utilizes two weight buffers for receiving new weights during calculation of convolution<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The convolutional neural network has been implemented in VHDL and synthesized for the IntelCyclone V FPGA. The convolutions are calculated using the convolution layer component.The Central CNN Unit performs the communication with the convolution layer, HPS and SD-RamController. Central CNN Unit Receives the weights and images from HPS Transmits processed images to HPS Performs layer [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-51","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/pages\/51","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/comments?post=51"}],"version-history":[{"count":41,"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/pages\/51\/revisions"}],"predecessor-version":[{"id":523,"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/pages\/51\/revisions\/523"}],"wp:attachment":[{"href":"https:\/\/carvision.projekte.fh-hagenberg.at\/wordpress\/wp-json\/wp\/v2\/media?parent=51"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}