EE Faculty. EE Technical Areas Micro Devices & Physical Principals Integrated Circuits & Systems Signals & Information Processing Networking & Communications.

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Presentation transcript:

EE Faculty

EE Technical Areas Micro Devices & Physical Principals Integrated Circuits & Systems Signals & Information Processing Networking & Communications Systems Biology & Neuroengineering

EE New Faculty new hires 2015: –Fred Jiang Cyber physical systems and data analytics, Internet of Things –Michal Lipson Physics and applications of optical nanostructures, silicon photonics –James Teherani Electronic devices, quantum structures, and emerging materials –Matthias Preindl Design and control of power electronic and motor drive systems

EE and CE MS Graduate Students

EE PhD Graduate Students

EE Students Total

7 Micro Devices & Physical Principles  novel materials and devices created at the interface between electronics and applied physics  Current significant activity in nanotechnology, photonics, and thin film semiconductors –Emphasis on 2D materials, complex oxides, and organic semiconductors. –Strong links to Applied Physics, Mechanical Engineering, Biomedical Engineering, Physics, and Chemistry –Brookhaven National Labs - strong potential for growth stemming from applications in energy, sensing, optical interconnects, and hybrid microsystems. –Topics are crucial to Columbia Nano initiative and many large centers (MURI, IGERT,EFRC, MIRTs, etc.)  Key areas: –Devices for Energy, Communication, and Sensing –Novel materials –Optical interconnect –Hybrid Microsystems

8 Integrated Circuits & Systems  Core discipline within EE, leading strength –Key areas: connecting the physical world to digital processing; efficient computation and signal processing –Ever smaller devices and systems demand novel approaches, particularly for powering and communicating with numerous, small elements such as distributed sensor networks.  Circuits is hub with extensive links to all other EE areas (devices, networking, signals, and bio-EE),  Cross-intersections with other engineering and sciences via sensing and/or interaction with the physical world.  Emerging area for hires: smart power, complex cyber-physical systems ("Internet of things"), and interfaces to biology/medicine;  Teaching - 30% of our MS students elect circuits as principal area.

9 Signal & Information Processing  Manipulating information encoded in signals. –Applications in multimedia and communications –Interfaces & overlaps to machine learning and statistics, strong link to Data Sciences –Current faculty specializing: applications including, communications, video, audio; and tools including, control, machine learning –Current gap in information theory, essential mathematics underlying communication, currently driven by advanced wireless applications. –Other growth areas: signal processing posed by social networks, distributed sensor networks, green (low-energy) communications, sparse representations, “Big Data,” genomics, media informatics.

10 Networking & Communications  Field driven by challenges imposed by data communication for novel anywhere/anytime/any device applications and services  Key areas –Next-gen, high-performance wired/wireless/cloud networks –Big-data, Internet-of-things, Ad-hoc devices –Data center networks, energy efficiency –Overlap with optical devices, energy –Peer-to-peer sensor networks, smart grid, cloud computing –Cybersecurity, with overlaps from computer science to circuits and physical principals, and crucial to Data Sciences –Connections to data sciences, industry collaborations  Interdisciplinary – Cyber Physical, Optical networking, wireless sensors, cybersecurity

11 Systems Bio & Neuroengineering  Newest area within EE –Interface between EE and biological sciences; applying systems tools & thinking to biological systems  Neuroengineering: –Capitalizes on Columbia’s strengths in neuroscience (including MBBI and federal BRAIN program) and our computation with neural circuits. –Revolutionize understanding of neural information processing by reverse engineering the brain, build cognitive computational capabilities into silicon hardware.  Systems biology, –Apply EE tools (analyzing complex systems) to biological systems, such as genomics and protein networks.  Highly interdisciplinary –Biology, Chemistry, Neuroscience, Biomedical; BRAIN Initiative; Center for Neural Engineering and Computation  Key EE areas –Synthetic biology – engineering novel applications using the existing biological tools and substrate –Biological-artificial systems interfaces; NeuroRobotics