用神经形态计算革新土木工程

English | 2024 | ISBN: 978-3-031-71097-1 | 105 pages | True PDF,EPUB | 7.7 MB

This book delves into the transformative potential of neuromorphic computing within the realm of civil engineering, emphasizing its role in advancing smart infrastructure systems. Neuromorphic computing, inspired by the neural structures of the human brain, offers unparalleled efficiencies in processing complex, dynamic data sets, thereby facilitating real time decision-making and predictive analytics in infrastructure management. Through a comprehensive exploration of emerging circuits, memory technologies, intelligent learning algorithms, and application-driven systems, it illustrates how neuromorphic computing can significantly enhance the resilience, efficiency, and sustainability of urban infrastructure. The book further addresses the challenges, ethical considerations, and future directions associated with the integration of these advanced technologies into civil engineering projects. Through detailed case studies, it provides insights into successful implementation strategies, risk management, and contingency planning, underscoring the importance of ethical design and development. This book serves as a valuable resource for practitioners, researchers, and policymakers involved in the evolution of civil engineering toward smarter, more responsive, and sustainable urban environments.

中文| 2024 | ISBN:978-3-031-71097-1 | 105页| True PDF，EPUB | 7.7 MB本书深入探讨了神经形态计算在土木工程领域的变革潜力，强调了它在推进智能基础设施系统方面的作用。受人脑神经结构启发的神经形态计算在处理复杂的动态数据集方面提供了无与伦比的效率，从而促进了基础设施管理中的实时决策和预测分析。通过对新兴电路、存储技术、智能学习算法和应用驱动系统的全面探索，它说明了神经形态计算如何显著提高城市基础设施的弹性、效率和可持续性。本书进一步探讨了将这些先进技术整合到土木工程项目中的挑战、伦理考虑和未来方向。通过详细的案例研究，它提供了对成功实施策略、风险管理和应急计划的见解，强调了道德设计和开发的重要性。本书为参与土木工程向更智能、更灵敏和可持续的城市环境发展的从业者、研究人员和政策制定者提供了宝贵的资源。

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