Ali Akbar Firoozi Ali Asghar Firoozi Firoozi Revolutionizing Civil Engineering with Neuromorphic Computing

Revolutionizing Civil Engineering with Neuromorphic Computing

von Ali Akbar Firoozi Ali Asghar Firoozi

Pathways to Smart and Sustainable Infrastructure

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Beschreibung

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 realtime 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.


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.


Provides a comprehensive examination of innovative circuits, intelligent algorithms, and application-driven systems Serves as a valuable resource for practitioners, researchers, and policymakers Sheds light on the foundational principles of neuromorphic computing and its applications in civil engineering

Autor*in

Ali Akbar Firoozi

Themen in »Revolutionizing Civil Engineering with Neuromorphic Computing«

Neuromorphic Computing Smart Infrastructure Risk Management in Civil Engineering Resilient Infrastructure Intelligent Learning Algorithms Sustainable Urban Development Smart Cities

Stimmen zu »Revolutionizing Civil Engineering with Neuromorphic Computing«

Details

ISBN: 9783031710995
Verlag: Springer International Publishing
Erscheinung: 13.09.2025

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