{"id":9783,"date":"2024-10-18T16:09:32","date_gmt":"2024-10-18T14:09:32","guid":{"rendered":"https:\/\/www.uni.lu\/lcsb-en\/?post_type=news&#038;p=9783"},"modified":"2025-07-31T18:15:23","modified_gmt":"2025-07-31T16:15:23","slug":"artistic-ai-generated-take-on-our-memory","status":"publish","type":"news","link":"https:\/\/www.uni.lu\/lcsb-en\/news\/artistic-ai-generated-take-on-our-memory\/","title":{"rendered":"An artistic AI-generated take on our memory"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<p>Berlin-based artist Max Kreis recently spent two weeks on campus Belval as part of his Casino Display residency. His exchanges with researchers from the University of Luxembourg fed an artistic project dedicated to memory and relying heavily on artificial intelligence. On 23 October, a <a href=\"https:\/\/www.uni.lu\/life-en\/events\/max-kreis-end-of-residency-symposium\/\" target=\"_blank\" rel=\"noreferrer noopener\">symposium<\/a> at Casino (14:00 &#8211; 18:00) will conclude this residency. It will be the occasion to present the first outcomes of his stay in Luxembourg and to gather artists and scientists once more.<\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"inviting-artists-on-campus\"\n    >\n<strong>Inviting artists on campus<\/strong><\/h4>\n\n\n\n<p>This residency is a collaboration between <a href=\"https:\/\/casino-luxembourg.lu\/en\/casino-display\" target=\"_blank\" rel=\"noreferrer noopener\">Casino Display<\/a> and the University of Luxembourg. As there is currently no art faculty in the country, the idea behind this new initiative is to bring artists on campus to facilitate exchanges with scientists. \u201cProgrammes like this one already exist in several scientific institutions such as <a href=\"https:\/\/arts.cern\/\" target=\"_blank\" rel=\"noreferrer noopener\">CERN<\/a> and <a href=\"https:\/\/arts.mit.edu\/cast\/projects\/visiting-artists\/\" target=\"_blank\" rel=\"noreferrer noopener\">MIT<\/a>, and we know from experience that encounters between researchers and artists can be mutually beneficial,\u201d explains <a href=\"https:\/\/www.uni.lu\/en\/people\/anouk-wies\/\" target=\"_blank\" rel=\"noreferrer noopener\">Anouk Wies<\/a>, strategic advisor for cultural affairs at the university. \u201cMax Kreis is the first artist staying on campus Belval as part of this collaboration and hopefully many others will join us for a residency in the coming years.\u201d<\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"a-first-artist-well-versed-in-science-and-technology\"\n    >\n<strong>A first artist well-versed in science and technology<\/strong><\/h4>\n\n\n\n<p>For <a href=\"https:\/\/www.linkedin.com\/in\/max-kreis-425638144\/?originalSubdomain=de\" target=\"_blank\" rel=\"noreferrer noopener\">Max Kreis<\/a>, immersing himself in science is not exactly a brand-new experience. The young artist, who trained in IT before his art studies, has been working with artificial intelligence (AI) and machine learning for the past six years. \u201cAfter studying light art and installations, I got hooked on AI and generative art as it combines several of my interests: art, science and technology,\u201d he recalls. His work is often based on scientific publications and some of his previous projects were done in collaborations with neuroscientists from <a href=\"https:\/\/www.charite.de\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">Charit\u00e9 Berlin<\/a>.<\/p>\n\n\n\n<p>As he enjoys using new technologies to turn science into striking visuals, Max Kreis felt right at home when joining the Imaging AI group led by Dr Andreas Husch at the Luxembourg Centre for Systems Biomedicine (LCSB): \u201cThis was really a good match! We worked well together, I felt integrated into the team and their expertise in machine learning and neuroscience was extremely valuable.\u201d The experience was so positive that he hopes to keep working with the team on more long-term projects, bringing his own skills as an added value to scientific endeavours such as the development of a visual model for tumour growth.<\/p>\n\n\n\n<p>Additional exchanges with researchers from the computer science department, social science professors and the team of the media centre gave him an overview of the expertise available at the university and contributed to shape his current project focusing on memory.<\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"the-brain-memories-and-generative-art\"\n    >\n<strong>The brain, memories and generative art<\/strong><\/h4>\n\n\n\n<p>His previous work already had strong connections with natural sciences, from AI-generated images of different classes of animals to 3D structures of speculative proteins that became sculptures, slowly leading up to this project on the plasticity of memory.<br><br>At present, Max Kreis is developing a neural network that, when fed with personal memories, generates fake ones. Trained on all the photos in Max\u2019s cell phone, the model can now not only produce hundreds of new images that resemble dream-like reminiscences from his past but can also create pictures based on a specific prompt and the information available in the database of Max\u2019s photos. In the next steps, the artist will work on refining the model further and will use shape reconstruction to combine the AI-generated fake memories with \u201cghost shapes\u201d extracted from the same database.<\/p>\n\n\n\n<section class=\"alignfull wp-block-unilux-blocks-gallery-carousel\">\n    <div class=\"swiper swiper-gallery\" aria-roledescription=\"carousel\" aria-label=\"A gallery of images\">\n        <!-- Swiper button Next & Prev -->\n        <div class=\"swiper-nav\">\n            <div class=\"swiper-nav__container\">\n                <div class=\"swiper-nav__grid\">\n                    <button type=\"button\" class=\"swiper-button-next\">\n                        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>                    <\/button>\n                    <button type=\"button\" class=\"swiper-button-prev\">\n                        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-left \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-left\"><\/use><\/svg>                    <\/button>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        <!-- swiper slides -->\n        <ul class=\"swiper-wrapper\">\n            \n<li class=\"swiper-slide\" aria-roledescription=\"slide\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image swiper-slide__bg object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Collage.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Collage-300x300.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Collage-150x150.png 150w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Collage-768x768.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Collage.png 904w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>            <p class=\"wp-block-dev4-reusable-blocks-image-caption\">\n            Max Kreis, 2024        <\/p>\n    <\/figure><\/li>\n<li class=\"swiper-slide\" aria-roledescription=\"slide\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image swiper-slide__bg object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-scaled.jpeg\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-300x203.jpeg 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-1024x693.jpeg 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-768x520.jpeg 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-1536x1039.jpeg 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/microbial-oasis-selection-2048x1386.jpeg 2048w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>            <p class=\"wp-block-dev4-reusable-blocks-image-caption\">\n            Katja Novitskova &amp; Max Kreis &#8211; Microbial Oasis, 2021        <\/p>\n    <\/figure><\/li>\n<li class=\"swiper-slide\" aria-roledescription=\"slide\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image swiper-slide__bg object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples.jpg\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples-300x196.jpg 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples-1024x670.jpg 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples-768x503.jpg 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples-1536x1006.jpg 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_2examples.jpg 1822w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>            <p class=\"wp-block-dev4-reusable-blocks-image-caption\">\n            Max Kreis, 2024        <\/p>\n    <\/figure><\/li>\n<li class=\"swiper-slide\" aria-roledescription=\"slide\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image swiper-slide__bg object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Example_2.jpg\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Example_2-225x300.jpg 225w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Example_2-768x1025.jpg 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/6\/2024\/10\/MaxKreis_ArtWork_Example_2.jpg 904w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 16\/9; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>            <p class=\"wp-block-dev4-reusable-blocks-image-caption\">\n            Max Kreis, 2024        <\/p>\n    <\/figure><\/li>        <\/ul>\n\n        <!-- Swiper pagination -->\n        <div class=\"swiper-pagination\">\n            <div class=\"swiper-pagination__bullets\"><\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<p>On top of experimenting with this model and the imagery obtained, Max Kreis is also researching how we could reconstruct what our brain sees. In the 19<sup>th<\/sup> century, this question already fascinated artists and scientists alike, and some decades later people even claimed to be able to image the soul using X-ray. Nowadays, it is the topic of several scientific projects using the latest imaging technologies. During the two-week residency, Max Kreis and Dr Andreas Husch discussed this question with enthusiastic scepticism: What is the state of the art when it comes to decrypting data from electroencephalograms and functional MRIs? What are the flaws and weaknesses of existing solutions? Is it really possible to reconstruct precise images based on these data? How much scientific truth is there behind big headlines promising new \u201cmind reading\u201d technologies?<\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"artists-and-scientists-common-grounds-and-fruitful-differences\"\n    >\n<strong>Artists and scientists: Common grounds and fruitful differences<\/strong><\/h4>\n\n\n\n<p>This ongoing discussion highlights once more how artistic and scientific processes can be similar, from the curiosity being a driving force to the need for experimentation, trials and errors. \u201cIf you think about it, during the Renaissance artists and scientists were often one and the same, Leonardo Da Vinci being the most obvious example,\u201d underlines Max Kreis. \u201cToday, I feel we still question the world in similar ways and we share the same passion for understanding.\u201d Dr Andreas Husch adds: \u201cWhile modern AI research is deeply grounded in mathematical science, many steps of training artificial neural networks are actually more of an art than a science &nbsp;\u2013 based on the experience and intuition of the experimenter to find the right hyperparameters.\u201d<\/p>\n\n\n\n<p>Of course, there are key differences as well: When researchers look for reproducibility and accuracy, artists like Max Kreis have more leeway and can be interested in errors, the outliers in a dataset, the \u201chappy accidents\u201d. As <a href=\"https:\/\/www.uni.lu\/lcsb-en\/people\/ben-bausch\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ben Bausch<\/a>, doctoral student in the Imaging AI group, points out: \u201cWe have different approaches. While we look more at the numbers, Max looks at the visual quality of the result. None of these methods are wrong, they are just different and quite complementary to try to make sense of the world.\u201d<\/p>\n\n\n\n<p>&#8212; &#8212; &#8212;<\/p>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"end-of-residency-symposium\"\n    >\n<strong>End-of-residency Symposium<\/strong><\/h2>\n\n\n\n<p>23 October 2024 (14.00 \u2013 18.00)<br>Casino Display &#8211; 1 rue de la Loge &#8211; L-1945 Luxembourg<\/p>\n\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/life-en\/events\/max-kreis-end-of-residency-symposium\/\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Learn more<\/a>\n<\/li>\n<\/ul>\n\n\n<div class=\"py-48 first:pt-0 last:pb-0 wp-block-unilux-blocks-people-list\">\n    \n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"guest-speakers\"\n    >\nGuest speakers:<\/h2>\n<ul class=\"flex flex-wrap -mx-16 wp-block-unilux-blocks-people-item-wrapper\">\n    <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Assoc. Prof Christoph SCHOMMER\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMDMwNDFfX0NocmlzdG9waCBTQ0hPTU1FUg==--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Assoc. Prof Christoph SCHOMMER<\/h3>\n            <p class=\"list-people__description\">Associate professor in Artificial Intelligence<\/p>\n            <div class=\"wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fstm-en\/people\/christoph-schommer\/\"\n        title=\"Assoc. Prof Christoph SCHOMMER\"\n        class=\"link-text link-text--icon list-people__link link-absolute\"\n        target=\"\"\n    >\n        <span class=\"link-text__body\">\n            <span class=\"link-text__name\">Learn more<\/span>\n        <\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/a>\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\n<\/div><\/li><li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\"><div class=\"list-people bg-theme\">\n    <div class=\"list-people__container\">\n        <div class=\"list-people__visual\">\n            <figure class=\"wp-block-dev4-reusable-blocks-image\">\n                <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Dr. Tugce KARATAS\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwNjgzMzlfX1R1Z2NlIEtBUkFUQVM=--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n            <\/figure>\n        <\/div>\n        <div class=\"list-people__body\">\n            <h3 class=\"list-people__title\">Dr. Tugce KARATAS<\/h3>\n            <p class=\"list-people__description\">Research scientist<\/p>\n            <div 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<\/div>\n<\/section><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":55,"featured_media":9784,"template":"","format":"standard","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"news-category":[7],"news-topic":[10,19],"organisation":[227,360,202],"authorship":[55],"acf":[],"yoast_head":"<!-- This site is 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His exchanges with researchers fed an artistic project on memory and AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.uni.lu\/lcsb-en\/news\/artistic-ai-generated-take-on-our-memory\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"An artistic AI-generated take on our memory\" \/>\n<meta property=\"og:description\" content=\"Berlin-based artist Max Kreis recently spent two weeks on campus Belval as part of his Casino Display residency. 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