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CANNs: Continuous Attractor Neural Networks Toolkit

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 23 Oct 2025Publisher:Zenodo
Authors: He, Sichao;
Code repository: https://github.com/Routhleck/canns/tree/v0.14.3

doi: 10.5281/zenodo.18402021 , 10.5281/zenodo.18371737 , 10.5281/zenodo.18449524 , 10.5281/zenodo.17618153 , 10.5281/zenodo.18373568 , 10.5281/zenodo.18068182 , 10.5281/zenodo.17422980 , 10.5281/zenodo.18449596 , 10.5281/zenodo.18295465 , 10.5281/zenodo.18376808 , 10.5281/zenodo.18397532 , 10.5281/zenodo.18371740 , 10.5281/zenodo.17896915 , 10.5281/zenodo.18449556 , 10.5281/zenodo.18113672 , 10.5281/zenodo.17919224 , 10.5281/zenodo.18401900 , 10.5281/zenodo.18054272 , 10.5281/zenodo.18205024 , 10.5281/zenodo.18243971 , 10.5281/zenodo.18058207 , 10.5281/zenodo.18376763 , 10.5281/zenodo.18399391 , 10.5281/zenodo.18091501 , 10.5281/zenodo.18449591 , 10.5281/zenodo.18398569 , 10.5281/zenodo.17474272 , 10.5281/zenodo.18193333 , 10.5281/zenodo.17445780

CANNs: Continuous Attractor Neural Networks Toolkit

Abstract

A Python library built on top of the Brain Simulation Ecosystem (brainstate, brainunit) that streamlines experimentation with continuous attractor neural networks and related brain-inspired models. It delivers ready-to-use models, task generators, analysis tools, and pipelines so neuroscience and AI researchers can move from ideas to reproducible simulations quickly.

If you use this software, please cite it as below.

Related Organizations
Keywords

CANNs, neural dynamics, spatial cognition, continuous attractor neural networks, JAX, brain-inspired computing, computational neuroscience

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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