{"id":14197,"date":"2023-02-23T09:07:22","date_gmt":"2023-02-23T09:07:22","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/artic\/?page_id=14197"},"modified":"2023-03-08T09:46:06","modified_gmt":"2023-03-08T09:46:06","slug":"advanced-material-devices-and-process-technology","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/artic\/advanced-material-devices-and-process-technology\/","title":{"rendered":"Emerging Learning and Data Processing Technology"},"content":{"rendered":"\n\n\t\t\t\t\t<ul id=\"menu-research-areas\"><li id=\"menu-item-13627\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/adaptive-and-reconfigurable-intelligent-surfaces\/\">Adaptive and Reconfigurable Intelligent Surfaces<\/a>\n<ul>\n\t<li id=\"menu-item-13628\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/adaptive-and-reconfigurable-intelligent-surfaces\/aris-rp1-design-and-characterization-of-ultra-large-scale-intelligent-electromagnetic-surfaces-using-deep-learning\/\">ARIS-RP1: Design and Characterization of Ultra-Large-Scale Intelligent Electromagnetic Surfaces Using Deep Learning<\/a><\/li>\n\t<li id=\"menu-item-13629\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/adaptive-and-reconfigurable-intelligent-surfaces\/aris-rp2-reprogrammable-meta-optics-for-information-multiplexing\/\">ARIS-RP2: Reprogrammable Meta-optics for Information Multiplexing<\/a><\/li>\n\t<li id=\"menu-item-13630\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/adaptive-and-reconfigurable-intelligent-surfaces\/aris-rp3-making-wireless-communication-environment-smart-via-reconfigurable-intelligent-surfaces-ris-a-new-network-optimization-perspective\/\">ARIS-RP3: Making Wireless Communication Environment Smart via Reconfigurable Intelligent Surfaces (RIS): A New Network Optimization Perspective<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-13633\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/future-computing-technology\/\">Future Computing Technology<\/a>\n<ul>\n\t<li id=\"menu-item-13634\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/future-computing-technology\/fct-rp1-practical-data-storage-and-computation-in-dna-molecules\/\">FCT-RP1: Practical Data Storage and Computation in DNA Molecules<\/a><\/li>\n\t<li id=\"menu-item-13635\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/future-computing-technology\/fct-rp2-amorphous-oxide-semiconductor-thin-film-transistors-and-dram-cross-bar-to-enable-3d-monolithically-integrated-architecture-for-near-in-memory-computing\/\">FCT-RP2: Amorphous-Oxide-Semiconductor Thin Film Transistors and DRAM Cross-bar to Enable 3D Monolithically Integrated Architecture for Near\/In-memory Computing<\/a><\/li>\n\t<li id=\"menu-item-13636\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/future-computing-technology\/fct-rp3-neural-like-computing-system-based-on-superparamagnetic-tunnel-junctions\/\">FCT-RP3: Neural-like Computing System based on Superparamagnetic Tunnel Junctions<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-13631\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/healthcare-and-wellness-monitoring\/\">Healthcare and Wellness Monitoring<\/a>\n<ul>\n\t<li id=\"menu-item-13632\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/healthcare-and-wellness-monitoring\/hmw-rp1-ai-assisted-infrared-nano-opto-surface-enhanced-sensor-ir-noses-chips-for-early-stage-diagnosis-and-healthcare-applications\/\">HMW-RP1: AI-assisted Infrared Nano-Opto-Surface-Enhanced-Sensor (IR-NOSES) Chips for Early-stage Diagnosis and Healthcare Applications<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14214\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/emerging-computing-technology-learning-technology-and-trustworthy-systems\/\">Emerging Computing Technology, Learning Technology and Trustworthy Systems<\/a>\n<ul>\n\t<li id=\"menu-item-14243\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/ect-rp1-graphmind-energy-efficient-hardware-accelerators-for-graph-neural-networks\/\">ECT-RP1: GraphMind: Energy-Efficient Hardware Accelerators for Graph Neural Networks<\/a><\/li>\n\t<li id=\"menu-item-14242\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/ect-rp2-deep-incremental-learning-in-the-wild-towards-general-purpose-multi-modality-and-multi-task-incremental-learning\/\">ECT-RP2: Deep Incremental Learning in the Wild: Towards General-purpose Multi- Modality and Multi-Task Incremental Learning<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14213\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/healthcare-and-fitness-monitoring\/\">Healthcare and Fitness Monitoring<\/a>\n<ul>\n\t<li id=\"menu-item-14241\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp1-wearable-microneedle-patch-for-the-minimally-invasive-wireless-continuous-glucose-monitoring\/\">HFM-RP1: Wearable Microneedle Patch for the Minimally Invasive Wireless Continuous Glucose Monitoring<\/a><\/li>\n\t<li id=\"menu-item-14240\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp2-on-body-computing-for-next-generation-wearable-systems\/\">HFM-RP2: On-body computing for Next-generation Wearable Systems<\/a><\/li>\n\t<li id=\"menu-item-14239\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp3-a-novel-optical-biometer-to-monitor-myopia-progression-in-children\/\">HFM-RP3: A Novel Optical Biometer to Monitor Myopia Progression in Children.<\/a><\/li>\n\t<li id=\"menu-item-14238\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp4-magnetoplethysmograph-for-continuous-heart-rate-and-blood-pressure-monitoring\/\">HFM-RP4: Magnetoplethysmograph for Continuous Heart Rate and Blood Pressure Monitoring<\/a><\/li>\n\t<li id=\"menu-item-14237\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp5-manufacturing-of-artificial-skin-integrated-network-skin-for-healthcare-and-fitness-monitoring\/\">HFM-RP5: Manufacturing of Artificial SKin Integrated Network (SKIN) for Healthcare and Fitness Monitoring<\/a><\/li>\n\t<li id=\"menu-item-14236\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/hfm-rp6-radio-frequency-textile-sensors-for-wearable-and-ambient-health-monitoring\/\">HFM-RP6: Radio-frequency Textile Sensors for Wearable and Ambient Health Monitoring<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14212\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/home\/project-themes\/next-generation-imaging-and-optoelectronics-technology\/\">Next-generation Imaging and Optoelectronics Technology<\/a>\n<ul>\n\t<li id=\"menu-item-14235\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/niot-rp1-fast-3d-mimo-imaging-via-physics-inspired-learning-approach\/\">NIOT-RP1: Fast 3D MIMO Imaging via Physics-Inspired Learning Approach<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14209\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/emerging-learning-and-data-processing-technology\/\">Advanced Material, Devices and Process Technology<\/a>\n<ul>\n\t<li id=\"menu-item-14296\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/adt-rp1-development-of-high-precision-additive-manufacturing-for-integrated-complex-molding-applications\/\">ADT-RP1: Development of High Precision Additive Manufacturing for Integrated Complex Molding Applications<\/a><\/li>\n\t<li id=\"menu-item-14295\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/adt-rp2-low-loss-and-tunable-ferroelectrics-for-sub-6g-applications\/\">ADT-RP2: Low Loss and Tunable Ferroelectrics for Sub-6G Applications<\/a><\/li>\n\t<li id=\"menu-item-14294\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/adt-rp3-redox-mediated-flow-battery-for-household-energy-storage\/\">ADT-RP3: Redox-mediated Flow Battery for Household Energy Storage<\/a><\/li>\n\t<li id=\"menu-item-14293\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/adt-rp4-development-of-nature-inspired-multiscale-composite-materials-for-high-strength-and-low-loss-applications\/\">ADT-RP4: Development of Nature-inspired Multiscale Composite Materials for High Strength and Low Loss Applications<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14210\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/advanced-material-devices-and-process-technology\/\">Emerging Learning and Data Processing Technology<\/a>\n<ul>\n\t<li id=\"menu-item-14292\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/eldt-rp1-event-chain-summarization-from-natural-language-text\/\">ELDT-RP1: Event Chain Summarization from Natural Language Text<\/a><\/li>\n\t<li id=\"menu-item-14291\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/eldt-rp2-sound-event-detection-on-mobile-devices\/\">ELDT-RP2: Sound Event Detection on Mobile Devices<\/a><\/li>\n\t<li id=\"menu-item-14290\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/eldt-rp3-empowering-machines-to-efficiently-learn-by-themselves-a-high-performance-self-supervised-learning-system\/\">ELDT-RP3: Empowering Machines to Efficiently Learn by Themselves: A High- Performance Self-Supervised Learning System<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14211\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/wearable-healthcare-devices-and-smart-home-sensing-technology\/\">Wearable Healthcare Devices and Smart Home Sensing Technology<\/a>\n<ul>\n\t<li id=\"menu-item-14289\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/wdss-rp1-enabling-continuous-and-realtime-monitoring-of-human-vitals-through-battery-free-tunnel-diode-based-sensors\/\">WDSS-RP1: Enabling Continuous and Realtime Monitoring of Human Vitals through Battery-free Tunnel Diode based Sensors<\/a><\/li>\n\t<li id=\"menu-item-14288\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/wdss-rp2-wireless-communication-and-radar-sensing-fusion-based-indoor-localization\/\">WDSS-RP2: Wireless Communication and Radar Sensing Fusion Based Indoor Localization<\/a><\/li>\n\t<li id=\"menu-item-14287\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/wdss-rp3-multi-parameter-sensing-platform-for-proactive-hypertension-diagnostics-using-artificial-intelligence\/\">WDSS-RP3: Multi-parameter Sensing Platform for Proactive Hypertension Diagnostics Using Artificial Intelligence<\/a><\/li>\n\t<li id=\"menu-item-14286\"><a href=\"https:\/\/cde.nus.edu.sg\/artic\/wdss-rp4-lightchips-light-based-integrated-cloud-to-edge-communications-sensor-node-wake-up-and-indoor-positioning-for-mm-scale-purely-harvested-systems\/\">WDSS-RP4: LightChips: Light-Based Integrated Cloud-to-Edge Communications, Sensor Node Wake-Up and Indoor Positioning for mm-Scale Purely-Harvested Systems<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\n\t<h2>\n\t\tEmerging Learning and Data Processing Technology\n\t<\/h2>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/artic\/wp-content\/uploads\/sites\/19\/2023\/02\/ELDT-RP1.jpg\" alt=\"ELDT-RP1\" height=\"400\" width=\"600\" title=\"ELDT-RP1\" \/>\n<h2>\n\t\tELDT-RP1\n\t<\/h2>\n\t<p>Event Chain Summarization from Natural Language Text<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/artic\/wp-content\/uploads\/sites\/19\/2023\/02\/ELDT-RP2.jpg\" alt=\"ELDT-RP2\" height=\"400\" width=\"600\" title=\"ELDT-RP2\" \/>\n<h2>\n\t\tELDT-RP2\n\t<\/h2>\n\t<p>Sound Event Detection on Mobile Devices<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Adaptive and Reconfigurable Intelligent Surfaces ARIS-RP1: Design and Characterization of Ultra-Large-Scale Intelligent Electromagnetic Surfaces Using Deep Learning ARIS-RP2: Reprogrammable Meta-optics for Information Multiplexing ARIS-RP3: Making Wireless Communication Environment Smart via Reconfigurable Intelligent Surfaces (RIS): A New Network Optimization Perspective Future Computing Technology FCT-RP1: Practical Data Storage and Computation in DNA Molecules FCT-RP2: Amorphous-Oxide-Semiconductor Thin Film [&hellip;]<\/p>\n","protected":false},"author":77,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"","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":"","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":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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