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TorchDendrite

RESOURCE

Publicly Accessible Repository
https://github.com/sandialabs/torchdendrite
https://doi.org/10.11578/dc.20251106.4

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Abstract

SAND2025-11595O The TorchDendrite library implements hardware-informed dendrites using PyTorch and SNNTorch as backends. It allows the integration of dendrite-inspired neurons into machine learning networks built with both SNNTorch and PyTorch. TorchDendrite will be available on Github. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525.
Developers:
Chance, Frances [1][2][3] ;  Plagge, Mark [1][2][3] ;  Cardwell, Suma [1][2][3] ;  Boyle, James [1][2][3] ;  Mazumdar, Priyam [1][2][3]
  1. Sandia National Lab. (SNL-CA), Livermore, CA (United States)
  2. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
  3. Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)
Release Date:
2024-08-14
Project Type:
Open Source, Publicly Available Repository
Software Type:
Scientific
Programming Languages:
Python
Version:
1.0
Licenses:
MIT License
Sponsoring Org.:
Code ID:
169581
Site Accession Number:
SCR #3078.0
Research Org.:
Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)
Country of Origin:
United States

RESOURCE

Publicly Accessible Repository
https://github.com/sandialabs/torchdendrite
https://doi.org/10.11578/dc.20251106.4

SAVE / SHARE



SNL Badge

Citation Formats

Chance, Frances, Plagge, Mark, Cardwell, Suma, Boyle, James, and Mazumdar, Priyam. TorchDendrite. Computer Software. https://github.com/sandialabs/torchdendrite. USDOE. 14 Aug. 2024. Web. doi:10.11578/dc.20251106.4.
Chance, Frances, Plagge, Mark, Cardwell, Suma, Boyle, James, & Mazumdar, Priyam. (2024, August 14). TorchDendrite. [Computer software]. https://github.com/sandialabs/torchdendrite. https://doi.org/10.11578/dc.20251106.4.
Chance, Frances, Plagge, Mark, Cardwell, Suma, Boyle, James, and Mazumdar, Priyam. "TorchDendrite." Computer software. August 14, 2024. https://github.com/sandialabs/torchdendrite. https://doi.org/10.11578/dc.20251106.4.
@misc{ doecode_169581,
title = {TorchDendrite},
author = {Chance, Frances and Plagge, Mark and Cardwell, Suma and Boyle, James and Mazumdar, Priyam},
abstractNote = {SAND2025-11595O The TorchDendrite library implements hardware-informed dendrites using PyTorch and SNNTorch as backends. It allows the integration of dendrite-inspired neurons into machine learning networks built with both SNNTorch and PyTorch. TorchDendrite will be available on Github. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525.},
doi = {10.11578/dc.20251106.4},
url = {https://doi.org/10.11578/dc.20251106.4},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20251106.4}},
year = {2024},
month = {aug}
}