Anomaly network traffic threat detection has been used in many companies to detect threats. Usually, it is deployed on-premises for efficiency and privacy reasons. Anomaly detection system usually consists of a machine learning algorithm that needs tons of time to train and test. Because each company may have different network setup, it is hard to […]

Most computer services nowadays are provided in cloud environments. Inevitably, every individual needs to use these environments when they have to use computer services. Considering cyber threats in the cloud infrastructure, security and privacy conservation of one is really challenging. Out of date techniques are no more executable in these infrastructures. However, machine learning algorithms […]

Security has become increasingly important as cyberattacks are more prominent. Despite advances in security technologies there’s still a need for a new security architecture that is simply adaptable and scalable to different and evolving security requirements of various organizations. This project will study the latest technologies and solutions in the field of Cybersecurity that are […]

Girls with Turner syndrome (TS), a chromosomal condition in which a female has complete or partial absence of the second sex chromosome, present a unique group of patients, with an increased risk of cardiovascular disease. Since the mid 1900s extensive research has led to advancements in the treatment of Turner syndrome: growth hormone therapy can […]

Iron and Steel are the backbone of major industrial sectors, like automobile, building and construction, heavy machine manufacturing etc. and Blast Furnace (BF) Ironmaking is the chief production route of iron throughout the world. The objective of this project is to develop novel models for blast furnaces to enhance their productivity in a sustainable way […]

Although the electric guitar has widely been valued as a vehicle for musical expression, many of the efforts that have been carried out to bring the instrument up to date with the era of digital music fail to capture that richness. Attempts at creating interfaces based on the guitar using either sensors or analysis of […]

People with chronic lung diseases must breathe with more force and with more breaths because their diseased lungs do not exchange oxygen as well. This occurs in interstitial lung disease, when the lungs are stiffer and in chronic obstructive pulmonary disease, when the airways are obstructed due to phlegm and swelling. The breathing muscles in […]

The core of the research is multi-technology devices that stimulate and record neurons, integrated photonic devices for micro-displays, and photonics-enabled computing hardware. The novel foundational technologies underpinning the research are foundry-manufactured integrated photonics platforms on silicon for the visible spectrum and advanced 3D printing of biological and other organic materials. Macro-scale systems (mechanical and electronic) […]

Brain-inspired computers are a developing technology that use biological foundations to inform computational processes. The study of complex brain circuitry is crucial for creating such technologies. However, progress is limited as neural circuits are difficult to study in vivo. Under the directorship of Joyce Poon, the Nanophotonics, Integration and Neural Technology department of the Max […]

My lab’s research projects involve developing integrated silicon photonic devices for both brain-computer interfaces and artificial intelligence computing hardware. My focus will be developing photonic computing hardware that is neuromorphic, meaning it emulates the way our brains work. My main objectives will involve developing and characterizing integrated photonic chip designs that involve functional and trainable […]

Ce projet de recherche a pour but d’améliorer la technologie des réseaux de neurones, pilier important de l’intelligence artificielle moderne, en s’inspirant du cerveau. Le but principal est d’être capable de réduire la consommation énergétique suffisamment pour pouvoir en profiter sur des appareils à énergie limités, tel que des téléphones cellulaires. Le cerveau, malgré ses […]

Cyber security is fundamental to guarantee the reliable operation of the electric power systems. As the energy industry migrates to the digital space with information and communication technology (ICT), managing the electricity delivery is becoming complex and increasingly dependent on industrial control systems (ICS). The heavy reliance on ICT and the rapid penetration of ICS […]