Catherine D. Schuman, James S. Plank, and Garrett S. Rose

December, 2022

2022 International Electron Devices Meeting (IEDM)

https://ieeexplore.ieee.org/xpl/conhome/10019319/proceeding

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Abstract

The design of neuromorphic computers offers the opportunity to innovate across the entire compute stack, from materials and devices, to algorithms and applications. Here, we provide a discussion of challenges associated with full-stack co-design and how we have addressed those challenges with a few use cases for particular neuromorphic devices.

Citation Information

Text

author      C. D. Schuman and J. S. Plank and G. S. Rose
title       Application-Hardware Co-Design: System-Level Optimization of Neuromorphic Computers with Neuromorphic Devices
booktitle   2022 International Electron Devices Meeting (IEDM)
publisher   IEEE
doi         10.1109/IEDM45625.2022.10019362
url         https://ieeexplore.ieee.org/abstract/document/10019362
month       January
year        2022

Bibtex

@INPROCEEDINGS{sjr:23:ahc,
    author = "C. D. Schuman and J. S. Plank and G. S. Rose",
    title = "Application-Hardware Co-Design: System-Level Optimization of Neuromorphic Computers with Neuromorphic Devices", 
    booktitle = "2022 International Electron Devices Meeting (IEDM)",
    publisher = "IEEE",
    doi = "10.1109/IEDM45625.2022.10019362",
    url = "https://ieeexplore.ieee.org/abstract/document/10019362",
    month = "January",
    year = "2022"
}