Computational Systems and Technology

Reconfigurable Computing

ISI’s Reconfigurable Computing Group has been at the forefront of Field Programmable Gate Array (FPGA) computing and Front end ASIC design for over two decades. Our applied research has centered around tools-oriented approaches which facilitate programming heterogeneous computing devices, enable operations in challenging domains, and enable rapid trade space exploration of optimal solutions for new architectures.

Our goal-oriented solutions are motivated by ever-changing real world challenges and have shown demonstrable performance gains on Articifial Intelligence, Machine Learning, Autonomous Systems, Software Defined Radio (SDR), Trust and Security applications.

Broadly, RCG pursues research in the following themes:

 

High Productivity Tools for Heterogeneous Devices

While hardware can yeild attactive performance benefits, programming these devices quickly while maintaining efficiency is a challenge. RCG research is investigating mapping Python to FPGAs (sPyC), hardware software co-design (Redsharc), and other methods of raising programming abstraction levels to drastically reduce hardware development cycles, and enable hardware level autonomy for FPGAs and System on Chip (SOC) devices.

 

Emerging Architectures

Research in "More than Moore" technology is rapidly increasing, and with it new 2.5D and 3D architectures are emerging. RCG is both a member of Intel's Heterogeneous Accelerator Research Program (HARP) and Micron's Hybrid Memory Cube academic research program, where we are exploring new methodologies and tools to unlock the full potential of these devices.

 

Challenging Environments

RCG also pursues research in enabling device to operate in potentially hostile environments. We puruse research in radiation resiliency, secure hardware application, IP leakage prevention, trust, assurance, and counterfeit detection. RCG is an integral member of ISI's Secure and Robust Electronics (SURE) center.

 

IP Catalogue

While RCG has transferred several technologies to government and industry, we also open source some of our IP to more broadly benefit the academic community. The following are available for open use:

Hot & Spicy

Torc

BitBandit

Internships

We are always interested in working with talented students. Please email a cover letter and CV to rcg-internships@isi.edu.

 

Tools and Technologies

As an applied research lab, we work with and demonstrate our technology on real world devices and applications. Industrial ties are integral to this success. We have partnerships with Xilinx (Security Working Group and Radiation and Test Consoritum), Intel, Micron, Cadence, and Synopsys. Our Heterogeneous Accelerator testbed ....

Cadence

Heterogeneous Accelerator Testbed

Hot & Spicy

Torc

 

The Reconfigurable Computing Group is led by Research Director Matthew French

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