Package: hann
Version: 1.1-3
Date: 2025-12-07
Title: Hopfield Artificial Neural Networks
Authors@R: c(person("Emmanuel", "Paradis", role = c("aut", "cre", "cph"), email = "Emmanuel.Paradis@ird.fr", comment = c(ORCID = "0000-0003-3092-2199")))
Description: Builds and optimizes Hopfield artificial neural networks
        (Hopfield, 1982, <doi:10.1073/pnas.79.8.2554>). One-layer and
        three-layer models are implemented. The energy of the Hopfield
        network is minimized with formula from Krotov and Hopfield
        (2016, <doi:10.48550/ARXIV.1606.01164>). Optimization
        (supervised learning) is done through a gradient-based method.
        Classification is done with S3 methods predict().
        Parallelization with 'OpenMP' is used if available during
        compilation.
Suggests: lattice
Imports: graphics, stats
URL: https://github.com/emmanuelparadis/hann
BugReports: https://github.com/emmanuelparadis/hann/issues
License: GPL-3
Repository: https://emmanuelparadis.r-universe.dev
Date/Publication: 2026-01-06 20:03:44 UTC
RemoteUrl: https://github.com/emmanuelparadis/hann
RemoteRef: HEAD
RemoteSha: 59251ecb44dfa261195e6e7926f989dd4553ddad
NeedsCompilation: yes
Packaged: 2026-07-05 09:54:38 UTC; root
Author: Emmanuel Paradis [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-3092-2199>)
Maintainer: Emmanuel Paradis <Emmanuel.Paradis@ird.fr>