dithiolethione 发表于 2025-3-28 14:57:02

Formal Specification for Learning-Enabled Autonomous Systemsnabled autonomous systems, which involve components based on neural networks. The formalism is based on first-order past time temporal logic that uses predicates for denoting events. We have applied the formalism successfully to two complex use cases.

jaunty 发表于 2025-3-28 19:20:24

Neural Network Precision Tuning Using Stochastic Arithmeticow to use auto-tuning on neural networks to lower their precision while keeping an accurate output. To do so, we use a floating-point auto-tuning tool on different kinds of neural networks. We show that, to some extent, we can lower the precision of several neural network parameters without compromising the accuracy requirement.

细菌等 发表于 2025-3-29 02:43:23

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NIL 发表于 2025-3-29 04:01:45

verning equations of applied mechanics of solids.Includes suThe presentment should be as simple as possible, but not abit simpler. Albert EinsteinIntroduction The power of the variational approach in mechanics of solids and structures follows from its versatility: the approach is used both as a univ

Favorable 发表于 2025-3-29 11:07:58

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圆木可阻碍 发表于 2025-3-29 13:39:31

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GET 发表于 2025-3-29 18:52:39

João Batista P. Matos Jr.,Iury Bessa,Edoardo Manino,Xidan Song,Lucas C. Cordeiroverning equations of applied mechanics of solids.Includes suThe presentment should be as simple as possible, but not abit simpler. Albert EinsteinIntroduction The power of the variational approach in mechanics of solids and structures follows from its versatility: the approach is used both as a univ

完整 发表于 2025-3-29 22:32:45

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查看完整版本: Titlebook: Software Verification and Formal Methods for ML-Enabled Autonomous Systems; 5th International Wo Omri Isac,Radoslav Ivanov,Laura Nenzi Conf