Active inference explained with Prof. Karl Friston

📢📢📢 We focus on active inference explained by Prof. Karl Friston the Godfather of Neuroscience. We will also cover: Perceptual Inference, Over-parametrized models, active inference vs. reinforcement learning, etc. Many thanks to Prof. Jamshid Ghasimi (https://www.linkedin.com/in/jamshid-ghasimi-992a30145/) for helping me design high-quality questions. ---------------------------------------------------------------------------------------------------------------------------------- 00:00 A brief introduction of Prof. Friston 00:51 What is the Free-Energy Principle? 09:13 Model evidence optimization (can brain OVERFIT?!) and how BRAIN selects the actions with minimum expected surprise! 28:23 The double-descent phenomenon in over-parametrized models (Including our brain) and WHY these models DO NOT overfit? 40:37 Active Inferencs vs. Perceptual Inference and how to they work together for US to LEARN! 52:10 The difference between Active Inference and Reinforcement Learning 01:08:32 How 'Abstract Knowledge' generation (Creativity) in brain can be explained? 01:19:45 The ARCHITECTURE of your Nervous System describes the ENVIRONMENT you are living in! 01:31:48 Will we ever FULLY understand how the brain works and how far have we come? 01:35:00 The Goodbye ---------------------------------------------------------------------------------------------------------------------------------- 🔴 The GitHub loink to the project: https://github.com/MLDawn/MLDawn-Proj... 🌎 You can visit our Website: https://www.mldawn.com/ 🕊 You can follow us on Twitter: https://twitter.com/MLDawn2018 🔗 You can join us on Linked In: https://www.linkedin.com/in/mehran-ba... 🔗 You can join us on Facebook: https://www.facebook.com/ml.dawn.3 🔗 You can join us on Instagram: mldawn2018 Keep up the good work and good luck! 🤞🍀