Mathematical modelling is most important aspect to model effective and efficient Artificial Intelligence in all its streams like, Weak-AI, Strong-AI, Super-AI, Ultra -AI, Humanoid, Bionic Brain, Cyborg, Generative-A, Machine Learning, Machine Vision, Image Processing, Natural Language Processing, Deep Learning, ANN, GP, GA and so on. Where along with mathematical modelling what to where fit Mapping is also important consideration. For some logics where mathematical models unable to understand accuracy Theoretical Modelling and Mapping is also very useful. Hence in my book "Insight into Bionic Brain for Humanoid Robotics" I have equally used both the concepts wherever useful Mathematical modeling and mapping and Theoretical modelling and mapping to engineer "Bionic Brain" for Super Artificial Intelligence Designs using ANN, GP, GA and several theoretical models. I promise to all readers, students, researcher this book is very useful with easy to understand concepts for Mathematical and Theoretical Modelling and Mapping Bionic Brain for Humanoid Robotics engineering and application with covering all analysis, designing and development essentials.