Description
The book The Emergent Mind: How Intelligence Arises in People and Machines takes a philosophical and scientific approach to examining the phenomenon of “emergence” in the human brain and artificial intelligence systems. The authors, who are leading experts in cognitive science, argue that intelligence arises not from a single center, but from complex interactions between simple components (such as neurons in the brain or neural network units in a computer), and liken the mind to a continuous stream of activity.
Throughout the book, the book analyzes the similarities and differences between biological and artificial neural networks, answering fundamental questions about how decisions are made, opinions change, and the impact of experience on thinking. Without reducing humans to machines, this work attempts to show how data-driven networks can create thoughts, emotions, and ideas, challenging the very meaning of “mind.”
Book Features
- Exploring the scientific concept of “emergence” in complex human and artificial systems.
- Analyzing the brain’s behind-the-scenes processes during decision-making and intuitive judgments.
- Comparing the flexibility and efficiency of the human brain with the increasing complexity of AI models.
- Combining knowledge from psychology, computer science, and mathematics to explain the phenomenon of intelligence.
- Presenting a new perspective on how emotions and ideas are formed in the context of neural networks.
Book specifications
- Publisher: MACMillan
- Instructor: Gaurav Suri
- Number of pages: 311
- Number of chapters: 11
- Format: PDF
Headlines
Your Mind is a neural network
Activation produces thought and action
Knowledge and learning: They are in your connections
Extending and applying the neural network framework
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