HENNC: Hardware Engine for Artificial Neural Network-based Chaotic Oscillators
<|reference_start|>HENNC: Hardware Engine for Artificial Neural Network-based Chaotic Oscillators: This letter introduces a framework for the automatic generation of hardware cores for Artificial Neural Network (ANN)-based chaotic oscillators. The framework trains the model to approximate a chaotic system, then performs design space exploration yielding potential hardware architectures for its implementation. The framework then generates the corresponding synthesizable High-Level Synthesis code and a validation testbench from a selected solution. The hardware design primarily targets FPGAs. The proposed framework offers a rapid hardware design process of candidate architectures superior to manually designed works in terms of hardware cost and throughput. The source code is available on GitHub.<|reference_end|>
@article{vaziri2024hennc:,
    title={HENNC: Hardware Engine for Artificial Neural Network-based Chaotic
  Oscillators},
    author={Mobin Vaziri, Shervin Vakili, M. Mehdi Rahimifar, J.M. Pierre Langlois},
    journal={arXiv preprint arXiv:2407.19165},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.19165},
    primaryClass={cs.AR cs.NE}
}