Neuromorphic Computing: Principles, Challenges, and Future Directions - Acharya, Puja
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The book begins with an introduction to the principles of neuromorphic computing, highlighting its inspiration from the structure and function of the human brain's neural networks. It discusses the key components of neuromorphic systems, including spiking neurons, synaptic connections, and event-driven processing, and explains how these elements contribute to the parallelism, low-power operation, and adaptability characteristic of biological neural networks. Building upon this foundation, the book explores the current challenges facing neuromorphic computing, with a particular focus on…mehr

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Produktbeschreibung
The book begins with an introduction to the principles of neuromorphic computing, highlighting its inspiration from the structure and function of the human brain's neural networks. It discusses the key components of neuromorphic systems, including spiking neurons, synaptic connections, and event-driven processing, and explains how these elements contribute to the parallelism, low-power operation, and adaptability characteristic of biological neural networks. Building upon this foundation, the book explores the current challenges facing neuromorphic computing, with a particular focus on scalability, robustness, and the need for novel algorithms and programming paradigms. It discusses the limitations of existing neuromorphic hardware architectures and algorithms, and examines potential strategies for overcoming these challenges through interdisciplinary research, open collaboration, and innovative solutions. In addition to addressing the challenges, the book also explores the future directions of neuromorphic computing, highlighting emerging trends and promising research directions.
Autorenporträt
Dr. Puja Acharya is an Assistant Professor at K. R. Mangalam University. She has done B.Tech, M.Tech and Ph.D (Antenna Designing) in Electronics and Communication Engineering with more than 15 years of teaching experience. Her areas of interests in Embedded Robotics, Drone and Automation, Technology etc.