{"id":2499,"date":"2024-05-20T12:05:17","date_gmt":"2024-05-20T10:05:17","guid":{"rendered":"https:\/\/idealcofund-project.eu\/phd\/?page_id=2499"},"modified":"2024-05-20T12:11:28","modified_gmt":"2024-05-20T10:11:28","slug":"spintronics-based-neuromorphic-computation","status":"publish","type":"page","link":"https:\/\/idealcofund-project.eu\/phd\/phd-projects\/spintronics-based-neuromorphic-computation\/","title":{"rendered":"Spintronics-based neuromorphic computation"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.4&#8243; _module_preset=&#8221;default&#8221; background_enable_image=&#8221;off&#8221; custom_padding=&#8221;2px||12px|||&#8221; global_module=&#8221;509&#8243; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_padding=&#8221;4px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_divider divider_weight=&#8221;60px&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][lwp_divi_breadcrumbs home_text=&#8221;Inicio&#8221; use_before_icon=&#8221;off&#8221; link_color=&#8221;#89B7CA&#8221; current_text_color=&#8221;#001733&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][\/lwp_divi_breadcrumbs][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||5px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||6px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1><strong>Spintronics-based neuromorphic computation<\/strong><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||29px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>RESEARCH PROGRAMME<\/strong><\/h2>\n<p>P4: Nanomagnetism for Information and Communication Technologies<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: left;\"><strong>PhD PROJECT DESCRIPTION<\/strong><\/h2>\n<p style=\"text-align: justify;\">Technologies and devices based on artificial neuronal networks are the aim of the emerging field of Neuromorphic Computing. In one hand artificial synapses and neurons are the building blocks for computation based in human brain. On the other hand, reservoir computing is a computation derived from the theory of recurrent neural networks. The combination of spintronic (such as Pt|Co based multilayers) and metal-to-insulator transition materials (such as VOx) opens up a very interesting platform for the development of this technology. In a single multilayer it is possible to reproduce the spiking behavior of neurons (e.g., by triggering the vanadium oxide) and the synapses (e.g., by exploiting the magnetoresistance and coupling of the magnetic layers).<\/p>\n<p style=\"text-align: justify;\">The aim of the proposed research is to design, fabricate and characterize both spin based synapses and neurons for Neuromorphic and Reservoir Computing.<\/p>\n<p style=\"text-align: justify;\">The candidate will work in a highly interdisciplinary environment provided by IMDEA Nanociencia and will have the opportunity to work in strong synergy with several national and EU collaborators of the hosting group.<\/p>\n<p style=\"text-align: justify;\">The hired PhD candidate will be enrolled in one of the doctoral programs at the Autonomous University of Madrid (UAM) or Complutense University of Madrid (UCM), she\/he will have the opportunity to attend to international summer schools (as the ones organized by UAM, UCM, CEMAG, EMA, IEEE, Spintronic Factory, \u2026.), to participate regularly to group\u2019s and project\u2019s meetings and to attend and present her\/his own results in international conferences. Short or mid-term secondments at the EU partner\u2019s institutions (such as Laboratoire Fert in Paris, University California San Diego in USA) will be also set as function of the research\/training needs.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||6px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||29px|||&#8221; custom_padding=&#8221;0px|||||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2 style=\"text-align: left;\"><strong>APPLICANT&#8217;S REQUIREMENTS<\/strong><\/h2>\n<p>The position is open to candidates with a background in Physics or Materials Science. Open minded applicants, with a passion for condensed matter physics and physical phenomena at the nanoscale, and a curiosity for advanced instrumentation and entrepreneurship in technology sectors are highly welcome. Although not mandatory, previous experience in UHV techniques, nanofabrication, magneto-transport measurements and programming will be ideal.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||29px||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: justify;\"><strong>RESEARCH GROUP DESCRIPTION<\/strong><\/h2>\n<p style=\"text-align: justify;\">The group led by Dr. Fernando Ajejas is focused on novel spintronics phenomena such as neuromorphic computing, antiferromagnetic spintronics, altermagnetism, goniopolarity or the emerging orbitronic field. The labs include a powerful battery of experimental techniques for the growth, in-situ surface, and the magneto-transport investigation in ultra-high-vacuum and ambient environments, at variable temperature, and under magnetic and electric fields. Micromagnetic simulation capabilities are also at hand, along with expertise in synchrotron-based techniques, and full-time access to the Nanofabrication Facility at IMDEA.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||29px||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>RESEARCH SUPERVISOR<\/strong><\/h2>\n<p>Dr. Fernando Ajejas<br \/><span><a href=\"mailto:fernando.ajejas@imdea.org\">fernando.ajejas@imdea.org<\/a><\/span><\/p>\n<p>Research Group website: <span><a href=\"https:\/\/nanociencia.imdea.org\/new-emerging-spintronics\/home\">New emerging Spintronics<\/a><\/span><\/p>\n<p>[\/et_pb_text][et_pb_code _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<a href=\"https:\/\/twitter.com\/share?ref_src=twsrc%5Etfw\" class=\"twitter-share-button\" data-show-count=\"false\">Tweet<\/a><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><!-- [et_pb_line_break_holder] -->[\/et_pb_code][et_pb_text disabled_on=&#8221;on|on|on&#8221; _builder_version=&#8221;4.18.0&#8243; _module_preset=&#8221;default&#8221; header_3_text_color=&#8221;#5D5A5A&#8221; custom_margin=&#8221;||29px||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; disabled=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>ETHICS SELF-ASSESSMENT<\/strong><\/h2>\n<h3><\/h3>\n<h3>1. Human Embryonic Stem Cells and Human Embryos<\/h3>\n<table border=\"1\" style=\"width: 100%; border-collapse: collapse; float: left;\">\n<tbody>\n<tr>\n<td style=\"width: 125%;\">Does this activity involve Human Embryonic Stem Cells (hESCs)?<\/td>\n<td style=\"width: 27.4194%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 125%;\">Does this activity involve the use of human embryos?<\/td>\n<td style=\"width: 27.4194%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><\/h3>\n<h3><\/h3>\n<h3><\/h3>\n<h3>2. Humans<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 96.1291%;\">Does this activity involve human participants?<\/td>\n<td style=\"width: 3.87092%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 96.1291%;\">Does this activity involve interventions (physical also including imaging technology, behavioural treatments, etc.) on the study participants?<\/td>\n<td style=\"width: 3.87092%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 96.1291%;\">Does this activity involve conducting a clinical study as defined by the Clinical Trial Regulation (EU 536\/2014)? (using pharmaceuticals, biologicals, radiopharmaceuticals, or advanced therapy medicinal products)<\/td>\n<td style=\"width: 3.87092%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>3. Human cells\/Tissues<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 96.7742%;\">Does this activity involve the use of human cells or tissues?<\/td>\n<td style=\"width: 3.22581%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>4. Personal Data<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 98.0754%;\">Does this activity involve processing of personal data?<\/td>\n<td style=\"width: 6.14888%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 98.0754%;\">Does this activity involve further processing of previously collected personal data (including use of preexisting data sets or sources, merging existing data sets)?<\/td>\n<td style=\"width: 6.14888%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 98.0754%;\">Is it planned to export personal data from the EU to non-EU countries? Specify the type of personal data and countries involved<\/td>\n<td style=\"width: 6.14888%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 98.0754%;\">Is it planned to import personal data from non-EU countries into the EU or from a non-EU country to another non-EU country? Specify the type of personal data and countries involved<\/td>\n<td style=\"width: 6.14888%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 98.0754%;\">Does this activity involve the processing of personal data related to criminal convictions or offences?<\/td>\n<td style=\"width: 6.14888%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>5. Animals<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 95.4839%;\">Does this activity involve animals?<\/td>\n<td style=\"width: 4.51613%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>6. Non-EU Countries<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 120.729%;\">Will some of the activities be carried out in non-EU countries?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">In case non-EU countries are involved, do the activities undertaken in these countries raise potential ethics issues?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">It is planned to use local resources (e.g. animal and\/or human tissue samples, genetic material, live animals, human remains, materials of historical value, endangered fauna or flora samples, etc.)?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">Is it planned to import any material (other than data) from non-EU countries into the EU or from a non-EU country to another non-EU country?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">Is it planned to export any material (other than data) from the EU to non-EU countries?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">Does this activity involve low and\/or lower middle income countries?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 120.729%;\">Could the situation in the country put the individuals taking part in the activity at risk?<\/td>\n<td style=\"width: 3.23625%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>7. Environment, Health and Safety<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 97.4194%;\">Does this activity involve the use of substances or processes that may cause harm to the environment, to animals or plants.(during the implementation of the activity or further to the use of the results, as a possible impact) ?<\/td>\n<td style=\"width: 3.22581%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.4194%;\">Does this activity deal with endangered fauna and\/or flora \/ protected areas?<\/td>\n<td style=\"width: 3.22581%;\">No<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 97.4194%;\">Does this activity involve the use of substances or processes that may cause harm to humans, including those performing the activity.(during the implementation of the activity or further to the use of the results, as a possible impact) ?<\/td>\n<td style=\"width: 3.22581%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>8. Artificial Intelligence<\/h3>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 95.8065%;\">Does this activity involve the development, deployment and\/or use of Artificial Intelligence?<\/td>\n<td style=\"width: 4.19359%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<table border=\"1\" style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 98.3871%;\">Are there any other ethics issues that should be taken into consideration?<\/td>\n<td style=\"width: 3.22581%;\">No<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p><div class=\"et_pb_module lwp_divi_breadcrumbs lwp_divi_breadcrumbs_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t<div class=\"lwp-breadcrumbs\"> <span class=\"before\"><\/span> <span vocab=\"https:\/\/schema.org\/\" typeof=\"BreadcrumbList\"><span property=\"itemListElement\" typeof=\"ListItem\"><a property=\"item\" typeof=\"WebPage\" href=\"https:\/\/idealcofund-project.eu\/phd\/\" class=\"home\"><span property=\"name\">Inicio<\/span><\/a><meta property=\"position\" content=\"1\"><\/span> <span class=\"separator et-pb-icon\">&amp;#x39;<\/span> <\/span><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>Spintronics-based neuromorphic computationRESEARCH PROGRAMME P4: Nanomagnetism for Information and Communication TechnologiesPhD PROJECT DESCRIPTION Technologies and devices based on artificial neuronal networks are the aim of the emerging field of Neuromorphic Computing. In one hand artificial synapses and neurons are the building blocks for computation based in human [&hellip;]<\/p>\n","protected":false},"author":160,"featured_media":0,"parent":625,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:divi\/placeholder \/-->","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"class_list":["post-2499","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Spintronics-based neuromorphic computation - IDEAL PhD Cofund<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spintronics-based neuromorphic computation - IDEAL PhD Cofund\" \/>\n<meta property=\"og:description\" content=\"Spintronics-based neuromorphic computationRESEARCH PROGRAMME P4: Nanomagnetism for Information and Communication TechnologiesPhD PROJECT DESCRIPTION Technologies and devices based on artificial neuronal networks are the aim of the emerging field of Neuromorphic Computing. 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