👉 The ln (Liquid Neural Network) project is an initiative by Liquid AI focused on creating a new generation of foundation models that leverage a unique architecture combining Liquid Time-constant Networks (LTCs) and deep signal processing layers. This approach aims to enhance the efficiency and performance of neural networks by enabling dynamic adaptation to varying input conditions, making Liquid Neural Networks particularly suited for real-time applications. By integrating these advanced computational techniques, ln models promise superior capabilities in handling complex data streams and tasks, from video and audio processing to time-series analysis, all while maintaining low latency and high accuracy.
