Lead author of the study, Professor Chen Xiaodong, from the School of Materials Science and Engineering at NTU, said, "Our data fusion architecture has its own unique bioinspired features which includes a man-made system resembling the somatosensory-visual fusion hierarchy in the brain. READ: Is your fridge full of spoiling food? 08 Mar 2018: 9.00am - 5.30pm: Lecture Room 5, Nanyang Executive Centre, NTU : NTU – Kobe U Joint Workshop 2018 Data Science and Artificial Intelligence. Current appointments and positions: o Professor, Computer Science and Engineering (tenured). o Director, Artificial Intelligence Research Institute (AI.R), NTU. Mediacorp Pte Ltd. All rights reserved. NTU_PageContent. As Andrew said, artificial intelligence is transforming almost every aspects of business and our lives. Sharing insights from leading thinkers in artificial intelligence, this book provides you with an expert-level perspective of what is on the horizon for AI, whether it will be a threat for humanity, and how we might counteract this threat. 袁勤國 :- D91922003; Chen-Kow Yuan; d91003@csie.ntu.edu.tw. Paper titled "Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors", published in Nature Electronics, 8 June 2020. To tackle these challenges, the NTU team created a 'bioinspired' data fusion system that uses skin-like stretchable strain sensors made from single-walled carbon nanotubes, and an AI approach that resembles the way that the skin senses and vision are handled together in the brain. 24 Oct 2017 : 11.00am - 12.00pm LT8 North Spine His research work has been published in reputable journals (IEEE transactions, IEICE transactions, etc.) We believe such features make our architecture unique to existing approaches.". Prior to join NTU in 2013, he spent one year as an Associate Professor at the Institute of Computing Technology of the Chinese Academy of Sciences. Photo: The team fabricated a transparent, stretchable strain sensor that adheres to the skin but cannot be seen in camera images. NTU researchers develop sustainable way to create chitin using prawn shells and fruit waste. o Director, Artificial Intelligence Research Institute (AI.R), NTU. The OJT components include: • Work Term 1: PA1 (10 weeks in Year 2 Special Semester from May to July) • Work Term 2: PA2 (10 weeks in Year 3 Special Semester from May to July) • Final Year Project (Industry-Sponsored): (40 weeks from Year 3 Semester 2 to Year 4 Semester 1) Ranked amongst the world's top universities by QS, NTU has also been named the world's top young university for the past seven years. Wenya Wang, Sinno Jialin Pan and Daniel Dahlmeier. The research team developed a classification system – fresh, less fresh or spoiled – using an international standard that determines meat freshness, NTU said. Based on the Internet of Things (IoT) infrastructure and artificial intelligence, urban computing acquires, integrates, and analyzes big and heterogeneous data generated by a diversity of sources in urban spaces, such as sensors, devices, vehicles, buildings, and human, to tackle the major urban … "Compared to rigid wearable sensors that do not form an intimate enough contact with the user for accurate data collection, our innovation uses stretchable strain sensors that comfortably attaches onto the human skin. NTU Singapore Scientists Develop Artificial Intelligence System for High Precision Recognition of Hand Gestures. A Pollen-based ‘paper’ created by NTU holds promise for … Recent technological advances in the area of Artificial Intelligence (AI) is transforming business and entrepreneurial landscapes dramatically. Admission Stage Action; Application Period (1 October 2020 to 28 February 2021) Please click here to submit your application. He joined NTU in 1991 after receiving his PhD from The University of New South Wales, Australia. You may be trying to access this site from a secured browser on the server. The second part of the electronic nose is a barcode "reader", which uses artificial intelligence (AI) to interpret the combination of colours on the barcode. First author of the study, Dr Wang Ming from the School of Materials Science & Engineering at NTU Singapore, said, "The secret behind the high accuracy in our architecture lies in the fact that the visual and somatosensory information can interact and complement each other at an early stage before carrying out complex interpretation. For part-time candidates, they are 24 and 48 months respectively. However, gesture recognition precision is still hampered by the low quality of data arriving from wearable sensors, typically due to their bulkiness and poor contact with the user, and the effects of visually blocked objects and poor lighting. This course aims to prepare the trainees with the fundamentals of artificial intelligence. The Singtel Cognitive and Artificial Intelligence Lab for Enterprises (SCALE@NTU) is a S$42.4 million and 5-year collaboration jointly established by NTU, Singtel and the National Research Foundation Singapore in December 2017 to support Singapore’s transformation into a Smart Nation and help enable the country’s digital economy. CoE’s WSDegs comprise approximately 80 weeks of OJT integrated into the 4-year undergraduate curriculum. A sensor network powered by an artificial intelligence (AI) algorithm developed by scientists from Nanyang Technological University, Singapore (NTU Singapore) can accurately detect, in real-time, gas leaks and unwanted water seepage into gas pipeline networks. Research Centre @ NTU . Programme Fee (Singapore Citizens) 39,000: Programme Fee(Singapore Permanent Residents) 46,500: Programme Fee (International Students) 58,000 : For accepted applicants , please click here to pay the Acceptance Deposit of $5000. Allen TJ, Tashan T and Nolle L, Research and Development in Intelligent Systems XXIX, 2012, 5-17. Share Article As a proof of concept, the team tested their bio-inspired AI system using a robot controlled through hand gestures and guided it through a maze. Research Associate (Artificial Intelligence, Machine learning, Deep Learning, Extreme Learning Machines, Vehicle Detection, Car Plate Recognition, Lane Recognition, Traffic Sign Recognition) NTU_PageHeader Urban computing is an emerging subject that aims to deal with the challenges in the rapid urbanization progress such as pollution, energy consumption, and traffic congestion, etc. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU 1 Dec, 2017. AI gesture recognition systems that were initially visual-only have been improved upon by integrating inputs from wearable sensors, an approach known as 'data fusion'. How to relearn 101 Disinfection robot built by NTU Singapore researchers to help fight COVID-19. Edge Intelligence. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19). Data Science & Artificial Intelligence Research Centre@ NTU. Especially, participants will get insights on how AI can be applied in various industry verticals, and thus to reimagine and develop future businesses with AI. Students will be awarded the Master of Science in Artificial Intelligence after completion of study. Prior to join NTU in 2013, he spent one year as an Associate Professor at the Institute of Computing Technology of the Chinese Academy of Sciences. Volume 265, Pages 1-17, 2018. Programme Structure. Focusing on Computer Vision and Machine Learning, the two currently dominating AI technologies where NTU’s research strengths lie in, this module introduces the general development and the up-to-date innovations of AI technologies, and their applications in business. 1 May, 2018. The NTU research team is now looking to build a VR and AR system based on the AI system developed, for use in areas where high-precision recognition and control are desired, such as entertainment technologies and rehabilitation in the home. Payment … Ms Junn Loh Manager, Media Relations Corporate Communications Office Nanyang Technological University, Singapore Email: junn(a.t.)ntu.edu.sg, About Nanyang Technological University, Singapore. PROGRAMME OVERVIEW: Artificial Intelligence is producing some of the most effective and dramatic results in business today. Its colour intensity changes with an increasing concentration of bioamines as the meat decays further, the university explained. The AI system worked effectively in the dark, achieving a recognition accuracy of over 96.7 per cent. Smaller militaries – in this case, navies – should be able to cherry-pick AI technologies in order to gain new capabilities, particularly in intelligence, surveillance, and reconnaissance (ISR) … AI has already penetrated firmly into many spheres of our business, professional and even personal life. Students of this programme are not eligible for Service Obligation. The Alibaba-NTU … SINGAPORE: Scientists from the Nanyang Technological University (NTU) have led an international team to invent an "electronic nose" that assesses the freshness of meat with 98.5 per cent accuracy. 20-Oct-2017, Student exchange and short-term mobility programmes, TRACS (Talent Recruitment and Career Support Office). Programme Overview Recent technological advances in the area of Artificial Intelligence (AI) is transforming business and entrepreneurial landscapes dramatically. Nov 24, 2020 Online 1 day 642 SGD ≈ $481. MSAI programme is an intensive one-year full-time (or 2-year part-time) programme by coursework. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU Disclaimer • Allen TJ, Tashan T and Nolle L, IASTED International Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 2011; Biologically inspired speaker verification using spiking self-organising map. High accuracy was also maintained when the new AI system was tested under poor conditions including noise and unfavourable lighting. This year, NTU Singapore also launched a new undergraduate degree course in Data Science and Artificial Intelligence, in response to rapidly growing demand for these capabilities across industries in Singapore. He was a Nanyang Assistant Professor during 2014-2018. And AI will be a part of every aspect of our lives — impacting how we work, learn, eat, travel, obtain healthcare and receive various services. Game development for everyone. A research-intensive public university, Nanyang Technological University, Singapore (NTU Singapore) has 33,000 undergraduate and postgraduate students in the Engineering, Business, Science, Humanities, Arts, & Social Sciences, and Graduate colleges. Hawaii, USA. 200604393R, © 2012 Nanyang Technological University Artificial intelligence is a wing of computer science that deals with machines learning human-like intelligence. Country code. From 642 SGD ≈ $481. "These barcodes help consumers to save money by ensuring that they do not discard products that are still fit for consumption, which also helps the environment. The threshold for developing digital games is rather high today because computer programming often involves a steep learning curve. Scientists from Nanyang Technological University, Singapore (NTU Singapore) have developed an Artificial Intelligence (AI) system that recognises hand gestures by combining skin-like electronics with computer vision. A patent has been filed for the invention and the team is working with a Singapore agribusiness company to extend the concept to other types of perishables, NTU said. . Sep 29, 2020 Online 1 day 642 SGD ≈ $481. Successful in field trials conducted on Singapore’s gas pipeline networks, the algorithm has been patented and spun off into a … August 13, 2020. In 2020, the world will generate 50 times the amount... Engineering / Social Sciences. Cybersecurity. The NTU scientists developed their bio-inspired AI system by combining three neural network approaches in one system: they used a 'convolutional neural network', which is a machine learning method for early visual processing, a multilayer neural network for early somatosensory information processing, and a 'sparse neural network' to 'fuse' the visual and somatosensory information together. In this series, participants will understand the fundamental aspects of Artificial Intelligence (AI) and its up-to-date technological development. Artificial Intelligence & Business Strategy (IV) Overview. Do not send hardcopy admission package unless requested. Learn more. He is also Co-Director of Artificial Intelligence Research Institute (AI.R) of NTU. Artificial Intelligence / Machine Learning. The dyes change colour in response to the different types and concentrations of gases, producing a unique combination of colours that serves as a "scent fingerprint" for the state of any meat, said NTU. Storage tips to avoid wastage and to save money. This allows for high-quality signal acquisition, which is vital to high-precision recognition tasks," added Prof Chen, who is also Director of the Innovative Centre for Flexible Devices (iFLEX) at NTU. Further challenges arise from the integration of visual and sensory data as they represent mismatched datasets that must be processed separately and then merged at the end, which is inefficient and leads to slower response times. It is jointly established by Shandong University (SDU, China) and Nanyang Technological University (NTU… Research Theme 3 –Machine: Condition-Based Maintenance (CBMx) SCALE@NTU Featured in National AI Strategy Top-Tier Publications from SCALE@NTU. How to relearn 101 0 59 views. Research Seminar “Autonomous Deep Learning: An Effective Approach of Data Stream Processing” by Dr. Mahardhika Pratama. The NTU research team, which collaborated with scientists from China's Jiangnan University and Australia's Monash University, trained the AI algorithm to pick out patterns using more than 3,400 images of barcodes glued to the packaging film of chicken, fish and beef. The recognition of human hand gestures by AI systems has been a valuable development over the last decade and has been adopted in high-precision surgical robots, health monitoring equipment and in gaming systems. Softwares are incorporated with the ability to recognize patterns, analyze the surroundings, by using predetermined search algorithms or rules, and work on decision making accordingly. At NTU, he serves as Director of the Data Science and Artificial Intelligence Research Center (DSAIR), co-Director of the Singtel-NTU Cognitive & Artificial Intelligence Joint Lab (SCALE@NTU), co-Director of the A*Star SIMTECH-NTU Joint Lab on Complex Systems. NTU-FTA Series - Artificial Intelligence and Machine Learning at Nanyang Technological University Centre for Professional and Continuing Education. Singtel Cognitive and Artificial Intelligence Lab for Enterprises at NTU. The minimum and maximum periods of candidature for full-time candidates are 12 and 30 months respectively. His main research areas are in artificial and computational intelligent agents and their applications in Interactive Digital Media (IDM) and other real world systems in different domains. On StuDocu you find all the study guides, past exams and lecture notes for this course To capture reliable sensory data from hand gestures, the research team fabricated a transparent, stretchable strain sensor that adheres to the skin but cannot be seen in camera images. Email address. Copyright© Mediacorp 2021. NTU’s Data Science & Artificial Intelligence Research Centre is churning out the tools and the expertise to decipher big data. ... Project Title: Artificial Intelligence and Multimodal Population Health Data: Imaging Platform Establishment and … The NTU invention offered "both a robust sensor setup and a data analysis method that can accurately predict scent fingerprints", he said. No. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU Under the Artificial Intelligence / Machine Learning programme, projects will look into intelligent design, processors, and robotics for Addictive Manufacturing. "Our proof-of-concept artificial olfactory system, which we tested in real-life scenarios, can be easily integrated into packaging materials and yields results in a short time without the bulky wiring used for electrical signal collection in some e-noses that were developed recently," said Prof Chen. The NTU scientists developed their bio-inspired AI system by combining three neural network approaches in one system: they used a 'convolutional neural network', which is a machine learning method for early visual processing, a multilayer neural network for early somatosensory information processing, and a 'sparse neural network' to 'fuse' the visual and somatosensory information together. While electronic noses have been extensively researched, there have been bottlenecks to commercialisation due to issues with accurately detecting and identifying odour, said director of NTU's Innovative Centre for Flexible Devices Professor Chen Xiaodong. Scientists from Nanyang Technological University, Singapore (NTU Singapore) have developed an Artificial Intelligence … meREWARDS lets you get coupon deals, and earn cashback when you complete surveys, dine, travel and shop with our partners. Although artificial intelligence (AI), virtual reality (VR) and augmented reality (AR) might... Engineering / Technology. Director of the Computational Intelligence Laboratory University of Louisville: Prof. Marianne Winslett Research Professor University of Illinois at Urbana-Champaign: Dr. Simon See Director Nvidia AI Technology Centre Apart from its main campus, NTU also has a campus in Singapore's healthcare district. He was a Nanyang Assistant Professor during 2014-2018. Artificial intelligence; Machine learning; Computer vision; Cybersecurity; Human factors; Underwater robotics ; Robot perception (sensing, detection and navigation)---In Singapore, Saab's research focus is based on the market needs of the region. The wearable sensors recreate the skin's sensing ability, one of which is known as 'somatosensory'. o Program Director, Strategic Collaboration, School of Computer Science and Engineering, NTU. 3D Printing. Double Degree in Accountancy & Data Science and Artificial Intelligence. AI NTU Singapore Scientists Develop Artificial Intelligence System for High Precision Recognition of Hand Gestures Shannon Davis. The Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), was launched on July 5, 2019. NTU, Alibaba to set up artificial intelligence research institute The five-year partnership was marked by a signed memorandum of understanding at NTU. 1 May, 2018. Talk by NTU Research Team * Law and advancements in technology have had the combined effect of fuelling an increased use of content-filtering technologies on the part of various actors on the internet. Artificial Intelligence Overcoming the challenge for POMDP planning that can scale up and handle POMDPs with very large state spaces and complex dynamics. NTU’s Data Science & Artificial Intelligence Research Centre is churning out the tools and the expertise to decipher big data. For more information, visit www.ntu.edu.sg, Copyright • NTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment & Water Research Institute (NEWRI) and Energy Research Institute @ NTU (ERI@N). o Program Director, Strategic Collaboration, School of Computer Science and Engineering, NTU. The invention could help to reduce food wastage by confirming whether meat is fit for consumption more accurately than a "best before" label can, the research team said in a news release on Tuesday (Nov 10). Providing an independent view, Professor Markus Antonietti, Director of Max Planck Institute of Colloids and Interfaces in Germany said, "The findings from this paper bring us another step forward to a smarter and more machine-supported world. The University's main campus is frequently listed among the Top 15 most beautiful university campuses in the world and it has 57 Green Mark-certified (equivalent to LEED-certified) building projects, of which 95% are certified Green Mark Platinum. Last modified on The Artificial Intelligence (AI) Workshop aims to provide participants with a fundamental understanding of AI and its growing applications in the business landscape. The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. The team comprising scientists from NTU Singapore and the University of Technology Sydney (UTS) published their findings in the scientific journal Nature Electronics in June. This thesis focuses on the aforementioned artificial intelligence-based control methods that enable UAVs to accurately track 3D trajectories. Oct 27, 2020 Online 1 day 642 SGD ≈ $481. Accessing the big data goldmine. Please enable scripts and reload this page. Data Protection And Privacy The electronic nose comprises two elements that mimic the way a mammal's nose recognises fresh or rotting meat. "The biodegradable and non-toxic nature of the barcodes also means they could be safely applied in all parts of the food supply chain to ensure food freshness.". Subsequent tests of the electronic nose revealed an overall 98.5 per cent accuracy rate – 100 per cent accuracy in identifying spoiled meats, and 96 to 99 per cent accuracy for fresh and less fresh meats. This service is not intended for persons residing in the EU. : Submission of supporting documents: Complete set of supporting documents (must be legible) have to be uploaded via the fully digital application portal. The course will motivate you to work closely with data and make data-driven decisions in your field of study. MSc in Artificial Intelligence is a self-financing programme. Studying EE4483 Artificial Intelligence & Data Mining at Nanyang Technological University? Especially, participants will get insights on how AI can be applied in various industry verticals, and thus to reimagine and develop future businesses with AI. It looks like the email address you entered is not valid. Given the advances in sensor technologies, the finishing processes can now be sensorized, and the vast amount of data produced can be exploited to model and monitor the processes using Artificial Intelligence techniques. Last modified on In this series, participants will understand the fundamental aspects of Artificial Intelligence (AI) and its up-to-date technological development. Bachelor of Science in Data Science and Artificial Intelligence (New programme from AY18/19 onward) NTU_PageContent This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. NTU_PageContent. The second part of the electronic nose is a barcode "reader", which uses artificial intelligence (AI) to interpret the combination of colours on the barcode. The result is a system that can recognise human gestures more accurately and efficiently than existing methods. It also has a medical school, the Lee Kong Chian School of Medicine, set up jointly with Imperial College London. “Not unexpectedly, it’s been oversubscribed,” Suresh remarks. 20-Oct-2017. Prof Chu also worked for Iowa State University, USA, from 2011 to 2014 as professor and James M. Hoover Chair in Geotechnical Engineering. 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