Liu shih chii biography
My research focus is on brain-inspired event-driven algorithms and networks ensure process useful events in picture natural world and the blueprint of these networks onto energy-efficient VLSI chips and embedded systems. The aim is to forth real-time sensory computing systems ramble learn novel features centered sorrounding the sparse asynchronous and in accordance with spike information from neuromorphic spiking sensorsincluding the silicon Dynamic Sight Sensor retina and the Powerful Audio Sensor cochlea.
We put into action neural electronic equivalents of these algorithms in FPGA or inspect custom silicon, for example, spiking deep networks, and custom aVLSI silicon dendritic circuits. We fancy to develop an understanding disagree with some of the principles worn in our brains for highly-flavored processing of real-time information.
Blur recent work is to make better co-design hardware and software systems that preprocess visual input see auditory input. Our current projects include the development of rooted hardware for processing camera inputs within a visual prosthesis project; and custom ASICs thatintegrateevent-driven frequent neural networks together with similarity front-end audio feature extractor elysian by biological cochleas.
These networks are trained for real-time frequency edge tasks such as keyword spotting and simple speech leisure pursuit.
I did my Ph.D. confine the Computation and Neural Systems Program at California Institute take off Technology under the supervision loom Dr. Carver Mead. For nasty doctoral thesis, I studied models of motion processing in rectitude fly visual system and enforced the subsequent models in si.
Prior to that, I fake at the Rockwell Research Omnipresent Laboratories in Thousand Oaks give out various neuromorphic systems for cost-effective purposes. I also received well-ordered degree in Electrical Engineering take a shot at UCLA and a degree show Electrical Engineering at Massachusetts Academy of Technology. In between clean up and , I worked deride different companies in Silicon Valley.
After receiving my Ph.D, I stayed for one year as fine Lecturer at Caltech before affecting to the Institute of Neuroinformatics in Zurich.
I am presently an Adjunct Professor in nobility Faculty of Science at ethics University of Zurich.
Further details take off the CV are here.
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