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Titlebook: Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Const; Geancarlo Abich,Luciano Ost,Ricardo

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31#
發(fā)表于 2025-3-26 21:34:01 | 只看該作者
https://doi.org/10.1007/978-3-322-84893-2on of ML inference models executing on resource-constrained IoT edge devices. The underlying contribution has been published in several international conferences [.,.,.] and high quality journals [., .].
32#
發(fā)表于 2025-3-27 03:54:57 | 只看該作者
?kologische Unternehmenspolitikvements in internet protocols and the computational efficiency of emerging technologies have made communication between different devices more accessible than before [1]. Recent reports, from communication technology enterprises [2] estimate that there will be around 25–32 billion devices connected
33#
發(fā)表于 2025-3-27 08:30:17 | 只看該作者
34#
發(fā)表于 2025-3-27 12:49:42 | 只看該作者
,Beitrag der neoklassischen Umwelt?konomie,efinitions from Avi?ienis et al. [1] for fault, error, and failure. A fault is an event that may cause the internal state of the system to change, e.g., a radiation particle strike. When a fault affects the system’s internal state, it becomes an error. If the error causes a deviation of at least one
35#
發(fā)表于 2025-3-27 16:01:41 | 只看該作者
36#
發(fā)表于 2025-3-27 20:08:21 | 只看該作者
37#
發(fā)表于 2025-3-27 23:47:40 | 只看該作者
38#
發(fā)表于 2025-3-28 05:45:22 | 只看該作者
Andrea Dagef?rde,Reinhard F. Hüttlon framework. This work has investigated the soft error assessment consistency of a JIT virtual platform simulator (SOFIA) with more than 12 million fault injections considering single and multi-core Arm processor architectures. The fault injection campaigns considered different cross-compilers, sof
39#
發(fā)表于 2025-3-28 08:51:13 | 只看該作者
40#
發(fā)表于 2025-3-28 14:09:36 | 只看該作者
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