BRN brainchip holdings ltd

2025 BrainChip Discussion, page-26

  1. 6,402 Posts.
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    I suppose one could conclude that MB were still working on neuromorphic with Akida through pretty much all of 2024 wink.png

    https://de.linkedin.com/in/sreelakshmi-rameshan-037159b1

    Sreelakshmi Rameshan

    Graduate student at University of Stuttgart| Computer Science

    Mercedes-Benz AG University of Stuttgart

    Stuttgart, Baden-Württemberg, Germany


    Experience

    • https://hotcopper.com.au/data/attachments/6681/6681094-73bae1c9d9f8be309b1643de36d3b521.jpg

    • Master Thesis

      Mercedes-Benz AG

      Feb 2024 - Sep 2024 8 months
      Stuttgart, Baden-Württemberg, Germany
      For my master's thesis at Mercedes-Benz AG, I conducted an in-depth analysis of frameworks and strategies for converting neural networks (NN) into spiking neural networks (SNN) for neuromorphic processors. The project involved evaluating SDKs for neuromorphic hardware like BrainChip Akida, Intel Loihi, and SynSense to assess their compatibility, functionality, and performance. Using frameworks such as MetaTF, Lava, and Sinabs, I translated the PilotNet model into SNNs and analyzed their practical feasibility, documenting challenges and conducting performance evaluations based on metrics like MSE and accuracy. This work also explored the use of neuromorphic processors as accelerators for neural networks, identifying hurdles and proposing solutions to optimize translation processes.
 
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