EvoAI Hardware Group

The research is primarily focused on two areas: (1) The design, modeling, and implementation of hardware accelerators for AI methods (deep neural networks, genetic programming, etc.). (2) The use of AI, especially evolutionary algorithms, for the automated design of computer circuits such as arithmetic circuits. Inspired by nature and supported by AI, we develop highly optimized hardware and software. The members of the group are internationally recognized researchers in the fields of nature-inspired methods and models (genetic and evolutionary algorithms, neurocomputing and cellular computing), digital circuit design, FPGA technology, and approximate computing. Applications of these methods include automated logic synthesis and circuit optimization, adaptive hardware, automated neural network design, and optimization in the areas of image processing, security, transportation, and engineering.

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