Skip to main content

Artificial Neural Networks architect

Project description

ANNarchy

DOI

ANNarchy (Artificial Neural Networks architect) is a parallel and hybrid simulator for distributed rate-coded or spiking neural networks. The core of the library is written in C++ and distributed using openMP or CUDA. It provides an interface in Python for the definition of the networks. It is released under the GNU GPL v2 or later.

Citation

If you use ANNarchy for your research, we would appreciate if you cite the following paper:

Vitay J, Dinkelbach HÜ and Hamker FH (2015). ANNarchy: a code generation approach to neural simulations on parallel hardware. Frontiers in Neuroinformatics 9:19. doi:10.3389/fninf.2015.00019

Authors

Installation

Using pip, you can install the latest stable release:

pip install ANNarchy

See https://annarchy.github.io/Installation for further instructions.

Platforms

  • GNU/Linux
  • MacOS X
  • Windows (inside WSL2)

Dependencies

  • python >= 3.10 (with the development files, e.g. python-dev or python-devel)
  • g++ >= 7.4 or clang++ >= 3.4
  • cmake >= 3.16
  • setuptools >= 65.0
  • cython >= 3.0
  • numpy >= 1.21
  • sympy >= 1.11
  • scipy >= 1.9
  • matplotlib >= 3.0
  • tqdm >= 4.60

Recommended:

  • lxml (to save the networks in .xml format).
  • h5py (to export data in .h5 format).
  • pandoc (for report()).
  • tensorflow (for the ann_to_snn_conversion extension)
  • tensorboardX (for the logging extension).

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

annarchy-4.8.2.5.tar.gz (505.7 kB view details)

Uploaded Source

File details

Details for the file annarchy-4.8.2.5.tar.gz.

File metadata

  • Download URL: annarchy-4.8.2.5.tar.gz
  • Upload date:
  • Size: 505.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for annarchy-4.8.2.5.tar.gz
Algorithm Hash digest
SHA256 c072cd5bab146a81621e222a41907b83fcfac562f9e12055d71d2e8c848c1afb
MD5 b5fad328cea7648da133a6f86e0cd871
BLAKE2b-256 1a2ed13a0373c8d385b1f03187ce8320d1542d9bbf5a029c5dd81bfad2f35e40

See more details on using hashes here.

Provenance

The following attestation bundles were made for annarchy-4.8.2.5.tar.gz:

Publisher: release.yml on ANNarchy/ANNarchy

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page