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This paper introduces a differentiable semantic reasoner, where rules are presented as a relevant set of graph transformations. These rules can be written manually or inferred by a set of facts and goals presented as a training set. While…

人工智能 · 计算机科学 2021-10-26 Alberto Cetoli

Analog and mixed-signal (AMS) circuit designs still rely on human design expertise. Machine learning has been assisting circuit design automation by replacing human experience with artificial intelligence. This paper presents TAG, a new…

硬件体系结构 · 计算机科学 2022-09-09 Keren Zhu , Hao Chen , Walker J. Turner , George F. Kokai , Po-Hsuan Wei , David Z. Pan , Haoxing Ren

This paper investigates a flow- and path-sensitive static information flow analysis. Compared with security type systems with fixed labels, it has been shown that flow-sensitive type systems accept more secure programs. We show that an…

编程语言 · 计算机科学 2017-06-22 Peixuan Li , Danfeng Zhang

We develop and prove sound a concurrent separation logic for Pthreads-style barriers. Although Pthreads barriers are widely used in systems, and separation logic is widely used for verification, there has not been any effort to combine the…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Aquinas Hobor , Cristian Gherghina

In this work, we introduce Contextual Analog Logic with Multimodality (CALM). CALM unites symbolic reasoning with neural generation, enabling systems to make context-sensitive decisions grounded in real-world multi-modal data. Background:…

人工智能 · 计算机科学 2025-06-19 Maxwell J. Jacobson , Corey J. Maley , Yexiang Xue

We describe a representation and a set of inference methods that combine logic programming techniques with probabilistic network representations for uncertainty (influence diagrams). The techniques emphasize the dynamic construction and…

人工智能 · 计算机科学 2013-04-11 John S. Breese , Edison Tse

Probabilistic logical models are a core component of neurosymbolic AI and are important in their own right for tasks that require high explainability. Unlike neural networks, logical theories that underlie the model are often handcrafted…

人工智能 · 计算机科学 2025-10-07 Jonathan Feldstein , Dominic Phillips , Efthymia Tsamoura

Temporal logics over finite traces have recently seen wide application in a number of areas, from business process modelling, monitoring, and mining to planning and decision making. However, real-life dynamic systems contain a degree of…

计算机科学中的逻辑 · 计算机科学 2019-11-19 Fabrizio M. Maggi , Marco Montali , Rafael Peñaloza

Although automated reasoning with diagrams has been possible for some years, tools for diagrammatic reasoning are generally much less sophisticated than their sentential cousins. The tasks of exploring levels of automation and abstraction…

计算机科学中的逻辑 · 计算机科学 2017-01-26 Sven Linker , Jim Burton , Mateja Jamnik

In this note, we introduce the notion of support graph to define explanations for any model of a logic program. An explanation is an acyclic support graph that, for each true atom in the model, induces a proof in terms of program rules…

计算机科学中的逻辑 · 计算机科学 2025-01-22 Pedro Cabalar , Brais Muñiz

Simulink is widely used in industrial design processes to model increasingly complex embedded control systems. Thus, their formal analysis is highly desirable. However, this comes with two major challenges: First, Simulink models often…

系统与控制 · 电气工程与系统科学 2025-06-18 Pauline Blohm , Felix Schulz , Lisa Willemsen , Anne Remke , Paula Herber

We present a formulation of quantum circuits where the focus is set on whether a given circuit (made of unitary operators and projective measurements with definite outcomes) does reflect an actually realizable physical experiment. In order…

量子物理 · 物理学 2016-05-04 Olivier Brunet

We propose a multi-agent epistemic logic of asynchronous announcements, where truthful announcements are publicly sent but individually received by agents, and in the order in which they were sent. Additional to epistemic modalities the…

人工智能 · 计算机科学 2021-01-19 Philippe Balbiani , Hans van Ditmarsch , Saúl Fernández González

Functional decomposition of logic circuits has profound influence on all quality aspects of the cost-effective implementation of modern digital systems. In this paper, a relational approach to the decomposition of logic circuits is…

离散数学 · 计算机科学 2007-05-23 Tony T. Lee , Tong Ye

This paper presents an extension of temporal epistemic logic with operators that quantify over agent strategies. Unlike previous work on alternating temporal epistemic logic, the semantics works with systems whose states explicitly encode…

计算机科学中的逻辑 · 计算机科学 2018-07-13 Xiaowei Huang , Ron van der Meyden

We introduce the syntactic scaffold, an approach to incorporating syntactic information into semantic tasks. Syntactic scaffolds avoid expensive syntactic processing at runtime, only making use of a treebank during training, through a…

计算与语言 · 计算机科学 2018-09-03 Swabha Swayamdipta , Sam Thomson , Kenton Lee , Luke Zettlemoyer , Chris Dyer , Noah A. Smith

A new type of deterministic (non-probabilistic) computer logic system inspired by the stochasticity of brain signals is shown. The distinct values are represented by independent stochastic processes: independent voltage (or current) noises.…

综合物理 · 物理学 2010-04-05 Laszlo B. Kish

We present a new method for the verification of quantum circuits based on a novel symbolic representation of sets of quantum states using level-synchronized tree automata (LSTAs). LSTAs extend classical tree automata by labeling each…

计算机科学中的逻辑 · 计算机科学 2024-10-25 Parosh Aziz Abdulla , Yo-Ga Chen , Yu-Fang Chen , Lukáš Holík , Ondřej Lengál , Jyun-Ao Lin , Fang-Yi Lo , Wei-Lun Tsai

Whereas standard treatments of temporal logic are adequate for closed systems, having no run-time interactions with their environment, they fall short for reactive systems, interacting with their environments through synchronisation of…

计算机科学中的逻辑 · 计算机科学 2020-09-01 Rob van Glabbeek

Relational properties arise in many settings: relating two versions of a program that use different data representations, noninterference properties for security, etc. The main ingredient of relational verification, relating aligned pairs…

计算机科学中的逻辑 · 计算机科学 2016-11-29 Anindya Banerjee , David A. Naumann , Mohammad Nikouei