AI's Cognitive Blueprint Through Human Brain Anatomy
Jyoti Mudkanna Gavhane, Reena Pagare, Nirmal Govind Radhakrishnan, Divya Midhunchakkaravarthy · Advances in computational intelligence and robotics book series · 2024
A significant portion of the chapter is dedicated to the simulation of human brain processes within AI systems. Through discussions on the Turing test and the evolutionary journey of AI architectures like SOAR and ACT-R, readers gain insights into how AI simulates human cognition and decision-making processes. The chapter also explores advanced neural network-based cognitive architectures, particularly highlighting the applications of Hopfield Neural Networks (HNNs) in solving mental health-related issues. Moreover, the chapter delves into recent research endeavors such as the Human Brain Project, showcasing the ongoing efforts to develop electronic brains by 2023. Future developments and applications of cognitive architecture, including ACT-R and HNNs, are also discussed, offering a glimpse into the potential advancements in AI's cognitive landscape. By unraveling the intricate workings of AI's cognitive intelligence, symbiotic relationship between human cognition and machine intelligence.