Software Name
Slax
Short Description
SNN Framework that has: BPTT, RTRL, FPTT, OTTT, OSTL, OTPE built-in. It supports NIR.
Paper: https://iopscience.iop.org/article/10.1088/2634-4386/ada9a8
Its main maintainer actually works at Google but idk if it is related to that company but he did JAX related things at Google so it might be...
Authors of the paper work at Forward Edge-AI.
Source Code URL (GitHub/GitLab)
https://github.com/Intelligent-Microsystems-Lab/slax
Documentation/Website URL
No response
PyPI Package Name (if applicable)
slax
Programming Language
Python
License
Apache-2.0 license
Key Dependencies
JAX
Field of Application
Machine Learning
Capabilities
Maintainer(s)
Intelligent Microsystems Lab
Detailed Overview
Slax is a JAX library built on top of Flax. Its purpose is to provide many learning rules and gradient approximations, with a heavy focus on training spiking neural networks. Some of these algorithms, however, are also applicable to any recurrent network.
Software Name
Slax
Short Description
SNN Framework that has: BPTT, RTRL, FPTT, OTTT, OSTL, OTPE built-in. It supports NIR.
Paper: https://iopscience.iop.org/article/10.1088/2634-4386/ada9a8
Its main maintainer actually works at Google but idk if it is related to that company but he did JAX related things at Google so it might be...
Authors of the paper work at Forward Edge-AI.
Source Code URL (GitHub/GitLab)
https://github.com/Intelligent-Microsystems-Lab/slax
Documentation/Website URL
No response
PyPI Package Name (if applicable)
slax
Programming Language
Python
License
Apache-2.0 license
Key Dependencies
JAX
Field of Application
Machine Learning
Capabilities
Maintainer(s)
Intelligent Microsystems Lab
Detailed Overview
Slax is a JAX library built on top of Flax. Its purpose is to provide many learning rules and gradient approximations, with a heavy focus on training spiking neural networks. Some of these algorithms, however, are also applicable to any recurrent network.