Neuromorphic Engineering: The Scientist's, Algorithms Designer's and Computer Architect's Perspectives on Brain-Inspired Computing

The brain is not a glorified digital computer, but studying its core computation architecture can inspire scientists, computer architects, and algorithm designers to think differently about their craft. Neuromorphic engineering aims to realize machines with cognitive intelligence and opens new frontiers for neuro-robotics, artificial intelligence, and supercomputing applications. The book covers the basics of neuronal modeling, neuromorphic circuits, neural architectures, event-based communication, and the neural engineering framework.

Format: Paperback / softback
Length: 330 pages
Publication date: 25 September 2023
Publisher: Taylor & Francis Ltd

The brain, a remarkable organ, transcends the simplistic analogy of a digital computer. It does not store information in registers or employ mathematical transformations to shape mental representations and influence perception and behavior. Attempts to download the brain onto a computer or exploit its consciousness in cyberspace to achieve immortality or wreak global destruction are futile. Nevertheless, delving into the core computational architecture of the brain offers profound insights that can inspire scientists, computer architects, and algorithm designers to reimagine their craft.

Neuromorphic engineers, driven by the ultimate vision of creating machines with cognitive intelligence, strive to design computing architectures that surpass the performance of existing digital von Neumann-based systems. This pursuit represents a paradigm shift in computing, offering the potential for a new era of innovation.

Brain research, as part of a comprehensive cognitive hardware and software ecosystem, unlocks exciting possibilities for fields such as neuro-robotics, artificial intelligence, and supercomputing. By integrating neuromorphic engineering, these domains can advance significantly, pushing the boundaries of what we can achieve.

The book, written from three distinct perspectives—scientist, computer architect, and algorithm designer—provides a comprehensive exploration of neuromorphic engineering. It offers a deep dive into neuronal modeling, neuromorphic circuits, neural architectures, event-based communication, and the neural engineering framework. This multidisciplinary approach ensures that readers with diverse backgrounds can grasp and appreciate the intricacies of this rapidly evolving field.

In conclusion, the brain is not a glorified digital computer, but a complex organ that defies simplistic analogies. By studying its core computational architecture, neuromorphic engineering opens up new avenues for innovation and progress. The book presents a comprehensive and accessible exploration of this field, making it an invaluable resource for scientists, computer architects, and algorithm designers alike. As we continue to unravel the mysteries of the brain, the possibilities for shaping the future of computing are boundless.

Weight: 453g
Dimension: 234 x 156 (mm)
ISBN-13: 9780367698386