Invited: Neuromorphic architectures based on augmented silicon photonics platforms
<|reference_start|>Invited: Neuromorphic architectures based on augmented silicon photonics platforms: In this work, we discuss our vision for neuromorphic accelerators based on integrated photonics within the framework of the Horizon Europe NEUROPULS project. Augmented integrated photonic architectures that leverage phase-change and III-V materials for optical computing will be presented. A CMOS-compatible platform will be discussed that integrates these materials to fabricate photonic neuromorphic architectures, along with a gem5-based simulation platform to model accelerator operation once it is interfaced with a RISC-V processor. This simulation platform enables accurate system-level accelerator modeling and benchmarking in terms of key metrics such as speed, energy consumption, and footprint.<|reference_end|>
@article{hejda2024invited:,
    title={Invited: Neuromorphic architectures based on augmented silicon photonics
  platforms},
    author={Matv{e}j Hejda, Federico Marchesin, George Papadimitriou, Dimitris
  Gizopoulos, Benoit Charbonnier, R'egis Orobtchouk, Peter Bienstman, Thomas
  Van Vaerenbergh, Fabio Pavanello},
    journal={arXiv preprint arXiv:2407.06240},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.06240},
    primaryClass={cs.ET eess.SP physics.optics}
}