AI: The Security Challenges of Liquid Neural Networks

In this second article exploring Liquid Neural Networks (LNN), weโ€™ll take a look at the security challenges behind developing both a foundational library and foundational models based on LNNsโ€ฆ

Paolo Fabio Zaino's Blog

After receiving so many questions about my #zLNN and how #LiquidNeuralNetworks work, Iโ€™ve decided to start publishing articles to help people better understand LNNs. Check the first one out here:

https://tinyurl.com/mt242844

#AI #ArtificialIntelligence #MachineLearning #DeepLearning #LNN #LiquidAI #LiquidNeuralNetwork #Rust

AI: Liquid Neural Networks in few words

Given all the questions I have received on the matter of Liquid Neural Networks from people interested in my zLNN foundational LNN library, I have decided to write an article to explain LNNs in theโ€ฆ

Paolo Fabio Zaino's Blog

A big thank you to Perplexity.ai for featuring my #zLNN as one of the notable #Rust Liquid Neural Network libraries! ๐Ÿ™๐Ÿ™๐Ÿ˜

For those interested in learning more about zLNN, check out the link here:
https://lnkd.in/eydRGzRj

#ArtificialIntelligence #MachineLearning #AI #NeuralNetwork #OpenSource #AICommunity #AItechnology #TechTrends #AIResearch #AIDevelopment #TechInnovation #RustLang

LinkedIn

This link will take you to a page thatโ€™s not on LinkedIn

๐ŸŽ‰ I've have prepared a comprehensive presentation page for my #zLNN (Zed Liquid Neural Network). Itโ€™s packed with info and provides a sneak peek into the API and the roadmap. ๐Ÿ“ˆ

All tests are succeeding, and the accuracy is now optimal!

Dive into the details of the library here:
https://tinyurl.com/bdd7zknm

Feedback welcome!

#MachineLearning #AI #NeuralNetworks #RustLang #TechInnovation #DeepLearning #TechUpdates #ArtificialIntelligence #Coding #DeveloperCommunity #OpenSource #Cybersecurity #LNN

zLNN: Zed Liquid Neural Network โ€“ accelerated LNN in Rust for performance, safety and improved precision

Experience dynamic neural networks that adapt in real-time, optimized for CPU, GPU, and FPGA. Built with Rust for memory safety and fortified with top-tier security, zLNN offers powerful, secure, aโ€ฆ

Paolo Fabio Zaino's Blog

๐Ÿšจ New Research demonstrated that IF-COMP method significantly enhances AI prediction accuracy and reliability.

My #zlnn (#Rust Liquid Neural Network library) already includes an experimental implementation of IF-COMP.

This feature plus Dynamic Neural Network, Selectable backends (for HW acceleration) and Memory safety offers users top-notch algorithms to design their own #llms ,#cnn and other popular models

#AI #ArtificialIntelligence #MachineLearning #DeepLearning #NeuralNetworks #OpenSource