The Creative Brain: A Generative Adversarial NetworkКНИГИ » ПРОГРАММИНГ
Название: The Creative Brain: A Generative Adversarial Network Автор: Calin Gheorge Buzea, Maricel Agop Издательство: Nova Science Publishers, Inc. Год: 2025 Страниц: 151 Язык: английский Формат: pdf (true) Размер: 28.2 MB
In an era where science and technology continually reshape our understanding of the world, this book offers a groundbreaking perspective on the human mind by bridging neuroscience, Artificial Intelligence, and philosophy. Through an innovative analogy between the human brain and Generative Adversarial Networks (GANs), readers are invited to reimagine how we perceive and construct reality.
GANs, a sophisticated type of AI, operate with two key components: a generator, which creates, and a discriminator, which evaluates. This dynamic, surprisingly, mirrors how the brain functions. Here, the creative and imaginative right hemisphere parallels the generator, while the analytical left hemisphere serves as the discriminator, assessing perceptions for coherence and realism. This book delves into how this GAN-inspired model enhances our understanding of human perception and consciousness, with far-reaching implications.
The analogy is not only theoretical but also has significant practical applications. By learning from how the human brain processes information, we can develop more sophisticated AIs that better mimic human thinking. This can lead to the creation of AI systems that are more creative, adaptable and able to interact in more natural and empathetic ways with humans. For example, an AI that can generate and evaluate ideas similar to how the human brain does might be able to solve complex problems in a more efficient and creative way. These AIs could also become better partners for humans by better understanding their needs and reactions.
PyTorch is an open-source Machine Learning library developed by Facebook AI Research (FAIR). Quickly becoming one of the most popular libraries for developing Deep Learning models, PyTorch stands out for its flexibility and ease of use, making it a favorite in both academia and industry. PyTorch includes a wide range of predefined modules and functionalities for mathematical operations, data manipulation, and neural network construction, simplifying development and experimentation.
This interdisciplinary exploration is accessible to students, researchers, and anyone intrigued by the mysteries of the mind. It serves as a guide for those curious about the convergence of human and Artificial Intelligence, ethics in AI development, and the intricate workings of perception and consciousness. Join us on a revelatory journey that may forever alter how we understand ourselves and the world around us.
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The Creative Brain: A Generative Adversarial Network 
