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A new computing rule for neuromorphic engineering
2015 15th Non-Volatile Memory Technology Symposium (NVMTS), 2015Neuromorphic engineering has helped to build a brain-inspired intelligent paradigm based on VLSI, and to promise a new application space on smart devices. Throughout most of the state-of-the-art neuromorphic systems, including analog, digital, the mixed one, as well as some other memristor-based systems, the dominated computing rule in neuron is simply
Lei Deng 0003 +4 more
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SpiNNaker: Distributed Computer Engineering for Neuromorphics
2011SpiNNaker is a biologically-inspired massively-parallel computer architecture optimized specifically for modeling large-scale systems of spiking neurons in biological real time. The biological inspiration is manifest in the lightweight inter-processor communications architecture, which enables a “spike” generated by a neuron modeled
David R. Lester, Steve B. Furber
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“The Photochromism in Neuromorphic Engineering.”
2020Our societies are profoundly affected by the development of Artificial Intelligence (AI). In fact, AI is applied in many fields: in science, medicine, security, economy, and well-being [1]. There are two strategies to develop AI. One is by writing human-like intelligent programs running in computers or special-purpose hardware.
Pier Luigi Gentili +3 more
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Reviews and Perspectives in Neuromorphic Engineering: Novel Neuromorphic Computing Approaches
Frontiers Research Topicsexaly +2 more sources
Rebooting Neuromorphic Design - A Complexity Engineering Approach
2020 International Conference on Rebooting Computing (ICRC), 2020As the compute demands for machine learning and artificial intelligence applications continue to grow, neuromorphic hardware has been touted as a potential solution. New emerging devices like memristors, spintronics, atomic switches, etc have shown tremendous potential to replace CMOS-based circuits but have been hindered by multiple challenges with ...
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Molecularly Engineered Memristors for Reconfigurable Neuromorphic Functionalities
Advanced MaterialsAbstract For half a century, nanoelectronics has sought to tailor electrical properties through molecular design for electrical circuit components such as switches and memories, yet predictive models remain elusive.
Pallavi Gaur +9 more
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Revolutionizing Civil Engineering With Neuromorphic Computing
Digital innovations in architecture, engineering and constructionAli Akbar Firoozi
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Reservoir Computing With Charge-Trap Memory Based on a MoS2 Channel for Neuromorphic Engineering
Advanced Materials, 2023Christian Monzio Compagnoni +2 more
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Security as an Important Ingredient in Neuromorphic Engineering
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022openaire +1 more source
Holonic Quantum–Neuromorphic Project Engineering
The transition from Industry 4.0 and Industry 5.0 to Industry 6.0 is driving the change of industrial systems towards increasingly complex socio-technical ecosystems, where physical systems, digital systems, artificial intelligence and people work together.María Jesús Ávila-Gutiérrez +2 more
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