Marcus Fredriksson|

M.Sc Artificial Intelligence & Machine Learning

// master's thesis

Energy-Per-Inference Prediction for 1D CNNs on the ZCU104 FPGA

A predictive model for estimating energy consumption per inference of 1D convolutional neural networks deployed on the Xilinx ZCU104 FPGA, enabling energy-aware design without repeated hardware synthesis cycles.

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// curriculum vitae

Background & Experience

Available in English and Swedish. Maintained as a website for easy updates, with a clean print layout when you need a PDF.

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  • // testimonial

    Marcus Fredriksson exemplifies top-tier consultancy services. His expertise, perseverance, and innovative approach have ensured the completion of tasks to an exemplary standard within tight deadlines. He is highly commendable for any team seeking outstanding results.Visit site

    LB

    Lea Braun

    @braaunlea

  • // testimonial

    From the first contact with Marcus I was well received, all the following meetings have continued in the same spirit. He has good social skills and is easy to work with. If I were to summarize my experience with Marcus is that he is efficient, professional and responsive.

    AS

    Anna-linnea Sjöberg

    @aneasjoberg

// get in touch

I'm open to interesting problems. Let's talk.

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