# Julia implementation of Liquid Neural Networks - anyone wanna help make one?
**URL:** https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953
**Category:** Machine Learning
**Created:** [June 28, 2023, 10:31pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953 "2023-06-28T22:31:55Z")
**Posts on this page:** 7
**Page:** 1
### Author:  [@afishy](https://discourse.julialang.org/u/afishy)
#### Post date: [June 28, 2023, 10:31pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/1 "2023-06-28T22:31:55Z")
Following a thread on #machine-learning on Julia slack, i’m interested in putting together a Julia implementation of [“Liquid Neural Networks”](https://cap.csail.mit.edu/sites/default/files/research-pdfs/Robust%20flight%20navigation%20out%20of%20distribution%20with%20liquid%20neural%20networks.pdf). These are time-adaptive neural networks, inspired by neuroscience models, where each neuron’s activity is a differential equation. The synapses are also plastic and continue to adapt after training. I think this is very interesting, and Julia has a great ecosystem for automatic differentiation with differential equations.
Anyone interested in teaming together to cook up a Julia implementation?
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### Author:  [@Jose\_Diaz](https://discourse.julialang.org/u/Jose_Diaz)
#### Post date: [June 30, 2023, 9:42pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/2 "2023-06-30T21:42:12Z")
Count me in
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### Author:  [@narawat](https://discourse.julialang.org/u/narawat)
#### Post date: [July 2, 2023, 11:38am UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/3 "2023-07-02T11:38:04Z")
I’m also interested.
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### Author:  [@Tarny\_GG\_Channie](https://discourse.julialang.org/u/Tarny_GG_Channie)
#### Post date: [July 2, 2023, 12:45pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/4 "2023-07-02T12:45:18Z")
Uhh! I’ll try if I can. I know Tensorflow and PyTorch but haven’t learned Flux yet.
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### Author:  [@Paulo\_Refosco](https://discourse.julialang.org/u/Paulo_Refosco)
#### Post date: [May 7, 2024, 12:56pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/5 "2024-05-07T12:56:39Z")
Hello @afishy !
Did you make any progress on that? Anyone knows any implementation working? (examples/tutorials would also be great)
Thanks a lot!
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### Author:  [@jfranke](https://discourse.julialang.org/u/jfranke)
#### Post date: [November 5, 2024, 12:35pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/6 "2024-11-05T12:35:53Z")
Hello - Has any progress been made here or should I start from scratch?
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### Author:  [@ronan\_g\_reilly](https://discourse.julialang.org/u/ronan_g_reilly)
#### Post date: [October 14, 2025, 11:38pm UTC](https://discourse.julialang.org/t/julia-implementation-of-liquid-neural-networks-anyone-wanna-help-make-one/100953/7 "2025-10-14T23:38:59Z")
I’ve uploaded an implementation as a public Pluto notebook to JuliaHub. Search for LTC and it should pop up. It’s tested on the sequential MNIST benchmark mentioned in the Hasani et al. (2021) paper.