- Tue, Oct 22, 2019, 3:00 pm to 4:30 pm
- Fri, Nov 22, 2019, 4:30 pm to 5:30 pm
- Mon, Nov 11, 2019, 4:30 pm to 5:30 pm
Abstract: Distribution limits in large systems are often the key to understanding the fundamental limits or designing algorithms for inference and learning problems. Yet, sometimes, such distribution limit properties are not easily recognized, or only exist in some indirect forms. I would like to discuss two pieces of work with this flavor.
- Fri, Oct 4, 2019, 4:30 pm to 5:30 pm
- Thu, Oct 17, 2019, 12:30 pm to 1:30 pm
Abstract: Modern computing systems are plagued with significant issues in efficiently performing learning tasks. In this talk, I will present a new brain-inspired computing architecture. It supports a wide range of learning tasks while offering higher system efficiency than the other existing platforms. I will first focus on HyperDimensional (HD) computing, an alternative method of computation which exploits key principles of brain functionality: (i) robustness to noise/error and (ii) intertwined memory and logic.
- Fri, Oct 4, 2019, 2:00 pm to 3:00 pm
Photonic communication channels---which code information on waves of light---compose both the vast networks that underlie the internet and the fiber optic links that connect data centers together. Electronics, in contrast, has dominated computing, driving the landscape for nearly sixty years with an exponential progression towards better processors in a phenomenon known as Moore’s law. Electronic computing, however, is running up against fundamental limits that are increasingly harder to circumvent.
- Tue, Oct 8, 2019, 4:30 pm to 5:30 pm
Abstract: Implantable medical devices (IMD) are nowadays widely employed to restore functions to the impaired individuals suffering from diseases like deafness, blindness, cardiac insufficiency, incontinence, neural disorders, and many more. Such implantable systems become increasingly challenging, if a large number of sensing or stimulating sites needs to be realized - space and power budget, safety issues, high bidirectional data rates, as well as the vast number of electrical interfaces make the electronic circuit design a complex task of research and development.
- Mon, Oct 28, 2019, 4:30 pm to 5:30 pm
- Thu, Oct 10, 2019, 4:30 pm to 5:30 pm
- Wed, Sep 11, 2019, 11:10 am to 12:40 pm
Organic light-emitting diodes (OLEDs) are films of organic molecules, 100s of nanometer thick, that emit light in response to an electric current. Thanks to their mechanical flexibility, they are fast replacing the traditional rigid devices with flexible ones; they include flexible mobile displays, TV displays, and even flexible lighting panels. Despite commercial success, OLED is still an active area of research. In particular, many scientists are working to develop new materials that lower the cost of production and increase OLED efficiency.