{"id":915,"date":"2019-02-27T14:22:09","date_gmt":"2019-02-27T14:22:09","guid":{"rendered":"https:\/\/wordpress.ape\/?page_id=915"},"modified":"2020-05-14T17:09:00","modified_gmt":"2020-05-14T15:09:00","slug":"join-us-2","status":"publish","type":"page","link":"https:\/\/apegate.roma1.infn.it\/?page_id=915","title":{"rendered":"Join us"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"915\" class=\"elementor elementor-915\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3f95a5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f95a5b\" data-element_type=\"section\" data-e-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-46f903d\" data-id=\"46f903d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8a6eed3 elementor-widget elementor-widget-heading\" data-id=\"8a6eed3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Master Theses<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fe527d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe527d1\" data-element_type=\"section\" data-e-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-40b227b\" data-id=\"40b227b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b376001 elementor-widget elementor-widget-image\" data-id=\"b376001\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"673\" src=\"https:\/\/apegate.roma1.infn.it\/wp-content\/uploads\/2019\/03\/APE-ThesesAvailable-1024x673.png\" class=\"attachment-large size-large wp-image-1148\" alt=\"\" srcset=\"https:\/\/apegate.roma1.infn.it\/wp-content\/uploads\/2019\/03\/APE-ThesesAvailable-1024x673.png 1024w, https:\/\/apegate.roma1.infn.it\/wp-content\/uploads\/2019\/03\/APE-ThesesAvailable-300x197.png 300w, https:\/\/apegate.roma1.infn.it\/wp-content\/uploads\/2019\/03\/APE-ThesesAvailable-768x505.png 768w, https:\/\/apegate.roma1.infn.it\/wp-content\/uploads\/2019\/03\/APE-ThesesAvailable.png 1972w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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\t<\/div>\n\t\t<\/div>\n\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-65640ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65640ef\" data-element_type=\"section\" data-e-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-72ae1ed\" data-id=\"72ae1ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-297ad5f elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"297ad5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-4341\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-4341\" aria-expanded=\"false\">Network Architecture (HPC)<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-4342\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-4342\" aria-expanded=\"false\">Data Analysis (HBP)<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-4343\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-4343\" aria-expanded=\"false\">DAQ & Trigger (HPC, HEP)<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-4341\" aria-expanded=\"false\">Network Architecture (HPC)<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4341\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-4341\" tabindex=\"0\" hidden=\"false\"><ol>\n<li><span style=\"text-decoration: underline;\">Routing Mechanism<\/span><br><ul style=\"list-style-type: none;\">\n<li><strong>Topic<\/strong>: Analysis and prototyping of a routing mechanism for data transmission optimized for scientific computing<\/li>\n<li><strong>Target<\/strong>: simulation, design and validation of the routing mechanism for data communication (protocol and routing mechanism) to meet the requirements of the scientific applications, including the promising field of biologically-inspired neural network learning tasks.<\/li>\n<li><strong>The candidate should<\/strong>:<br><ul style=\"list-style-type: square;\">\n<li>be interested in data communication and interconnect;<\/li>\n<li>be interested in hardware and (or) software programming languages;<\/li>\n<li>know\/be willing to learn VHDL, C, System C, Omnet++.<\/li><\/ul><\/li><\/ul><\/li>\n<\/ol><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-4342\" aria-expanded=\"false\">Data Analysis (HBP)<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4342\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-4342\" tabindex=\"0\" hidden=\"hidden\"><ol><li><span style=\"text-decoration: underline;\">Brain states<\/span><br \/><ul style=\"list-style-type: none;\"><li><strong>Topic<\/strong>: Analysis of electrophysiological data collected from\u00a0anaesthetized mice\u00a0with\u00a0multi-electrode surface arrays.<\/li><li><strong>Target<\/strong>: Determination and classification of brain states from multi-unit activity signals in healthy and pathological subjects; determination and classification of waves propagation patterns, link with the brain state and the level of anaesthesia.<\/li><li><strong>The candidate should<\/strong>:<br \/><ul style=\"list-style-type: square;\"><li>be interested in cortical activity during sleep;<\/li><li>be interested in statistics and statistical analysis of experimental data;<\/li><li>know\/be willing to learn MATLAB and Python.<\/li><\/ul><\/li><\/ul><\/li><li><span style=\"text-decoration: underline;\">Optical imaging<\/span><br \/><ul style=\"list-style-type: none;\"><li><strong>Topic<\/strong>: Analysis of electrophysiological data collected from anesthetized mice with optical imaging techniques (wide-field and two-photon microscopy).<\/li><li><strong>Target<\/strong>: Study of waves propagation patterns,\u00a0 propagation speed, excitability, multi-areal connectivity; comparison with electrodes data.<\/li><li><strong>The candidate should<\/strong>:<br \/><ul style=\"list-style-type: square;\"><li>be interested in cortical activity during sleep;<\/li><li>be interested in statistics and statistical analysis of experimental data;<\/li><li>know\/be willing to learn MATLAB and Python.<\/li><\/ul><\/li><\/ul><\/li><li><span style=\"text-decoration: underline;\">Behaving monkeys<\/span><br \/><ul style=\"list-style-type: none;\"><li><strong>Topic<\/strong>: Analysis of electrophysiological data collected with Utah arrays from behaving monkey performing transitive inference task.<\/li><li><strong>Target<\/strong>: Study of multi-areal connectivity and activation patterns; measurement of sleep-related learning performance.<\/li><li><strong>The candidate should<\/strong>:<br \/><ul style=\"list-style-type: square;\"><li>be interested in cortical activity during tasks;<\/li><li>be interested in spiking and in neural encoding\/decoding;<\/li><li>be interested in statistics and statistical analysis of experimental data;<\/li><li>know\/be willing to learn MATLAB, Python and spike sorting software.<\/li><\/ul><\/li><\/ul><\/li><li><span style=\"text-decoration: underline;\">SWAP (Slow Wave Analysis Pipeline)<\/span><br \/><ul style=\"list-style-type: none;\"><li><strong>Topic<\/strong>:<br \/>Development and improvement of the analysis pipeline, test on experimental and simulated data.<\/li><li><strong>Target<\/strong>: Focus on reliability, robustness, reconfigurability, portability, parallelisation, open source.<\/li><li><strong>The candidate should<\/strong>:<br \/><ul style=\"list-style-type: square;\"><li>be interested in programming, code optimization, parallelization;<\/li><li>be interested in computer science and algorithms;<\/li><li>know\/be willing to learn MATLAB, Python + any other programming languages\/tools useful for improving performance.<\/li><\/ul><\/li><\/ul><\/li><\/ol><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-4343\" aria-expanded=\"false\">DAQ & Trigger (HPC, HEP)<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4343\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-4343\" tabindex=\"0\" hidden=\"hidden\"><ol>\n<li><u>Data Transport<\/u><br><ul style=\"font-size: 15px; font-style: normal; font-weight: 400; list-style-type: none;\">\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">Topic<\/span>: Analysis and prototyping of low-latency interface towards FPGA accelerators for efficient scientific computing.<\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">Target<\/span>: Simulation, design and validation of the hardware and software interfacing mechanism between general purpose computing node and custom hardware booster based on programmable components (FPGA) a key element of computing platforms oriented to scientific applications as well as for distributed High Energy Physics systems.<\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">The candidate should<\/span>:<br><ul style=\"font-size: 15px; list-style-type: square;\">\n<li style=\"font-size: 15px;\">be interested in FPGA and data communication;<\/li>\n<li style=\"font-size: 15px;\">be interested in hardware and (or) software design, modeling, methodologies;<\/li>\n<li style=\"font-size: 15px;\">know\/be willing to learn VHDL, C, System C, Omnet++.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><u>AI-based online processing<\/u><br><ul style=\"font-size: 15px; font-style: normal; font-weight: 400; list-style-type: none;\">\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">Topic<\/span>: <span style=\"font-weight: 400;\">Design and prototyping of a heterogeneous distributed processing framework for AI-based online processing in High-Energy Physics.<\/span><\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\"><span style=\"font-size: 15px; font-weight: bold;\">Target: <\/span><\/span><span style=\"font-size: 15px;\"><span style=\"font-size: 15px;\">S<\/span><\/span>tudy the experimental requirements for an <span style=\"font-weight: 400;\">intelligent Trigger and Data Acquisition systems<\/span>, identify the key aspects of an heterogeneous distributed execution platform architecture to be developed (at hardware and\/or software level) and prototype them.<\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">The candidate should<\/span>:<br><ul style=\"font-size: 15px; list-style-type: square;\">\n<li style=\"font-size: 15px;\">be interested in Trigger and Data acquisition system<\/li>\n<li style=\"font-size: 15px;\">be interested in Artificial Intelligence<\/li>\n<li style=\"font-size: 15px;\">know\/be willing to learn VHDL, HLS, C, System C<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><u>DNN and Online Processing<\/u><br><ul style=\"font-size: 15px; font-style: normal; font-weight: 400; list-style-type: none;\">\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">Topic<\/span>: Study and implementation of Deep Neural Networks for online processing pipelines in High-Energy Physics with the APEIRON framework<\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">Target: <\/span><span style=\"font-size: 15px;\">S<\/span><span style=\"font-size: 15px; font-weight: bold;\"><span style=\"font-weight: 400;\">tudy, develop and prototype DNN models within a HW\/SW co-design loop between definition of processing, specification of the execution platform and mapping among them through performance evaluation.<\/span><\/span><\/li>\n<li style=\"font-size: 15px;\"><span style=\"font-size: 15px; font-weight: bold;\">The candidate should<\/span>:<br><ul style=\"font-size: 15px; list-style-type: square;\">\n<li style=\"font-size: 15px;\">be interested in Trigger and Data acquisition system<\/li>\n<li style=\"font-size: 15px;\">be interested in Deep, Neural Network<\/li>\n<li style=\"font-size: 15px;\">know\/be willing to learn C, HLS<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2fd2800 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2fd2800\" data-element_type=\"section\" data-e-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-50 elementor-top-column elementor-element elementor-element-c8ce0da\" data-id=\"c8ce0da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1df2b5a elementor-widget elementor-widget-heading\" data-id=\"1df2b5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ph.D Theses &amp; Research Fellowships<\/h2>\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-50 elementor-top-column elementor-element elementor-element-e3ae427\" data-id=\"e3ae427\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f509ef elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4f509ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/apegate.roma1.infn.it\/?page_id=334\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">CONTACT US<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e9a7407 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e9a7407\" data-element_type=\"section\" data-e-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-6cdc261\" data-id=\"6cdc261\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap 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[&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"site-sidebar-layout":"no-sidebar","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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