Description
Your Creative Brain and AI is written by Stephen Grossberg, a leading pioneer in the field of artificial intelligence and neural networks. Drawing on decades of scientific research and his own personal experiences, the author explores how the human brain shapes the conscious mind and gives us the ability to understand and create such amazing phenomena as visual art, music, and language. In this work, he attempts to explain the hidden mechanisms of learning and conscious experience in simple, accessible language for the general public.
Elsewhere in the book, human neurobiological processes are compared with common modern AI algorithms. Criticizing the structural flaws of models such as deep learning and ChatGPT, the author shows why these systems are still far from real human understanding and consciousness. Ultimately, the work provides a scientific roadmap for the development of autonomous and adaptive AI that can safely and efficiently transform the future of technology and engineering.
Book Features
- Providing the author’s biography and personal experiences in discovering neural network models.
- An examination of how humans consciously perceive and recognize visual arts.
- Analysis of the process of learning and consciously performing melodies and musical lyrics.
- Explaining how children learn the meanings of language and words during developmental stages.
- A comprehensive comparison between human biological intelligence and artificial intelligence with a focus on adaptive resonance theory.
- Fluent, non-technical, and accessible language for all lovers of art, music, and artificial intelligence.
Book specifications
- Publisher: Oxford
- Instructor/Author: Stephen Grossberg
- Number of pages: 450
- Number of chapters: 5
- Format: PDF
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