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State of the art algorithms for many pattern recognition problems rely on deep network models. Training these models requires a large labeled dataset and considerable computational resources. Also, it is difficult to understand the working…

人工智能 · 计算机科学 2019-09-25 Heather Riley , Mohan Sridharan

Symbolic reasoning, rule-based symbol manipulation, is a hallmark of human intelligence. However, rule-based systems have had limited success competing with learning-based systems outside formalized domains such as automated theorem…

机器学习 · 计算机科学 2021-11-24 Kaiyu Yang , Jia Deng

Adjoint logic is a general approach to combining multiple logics with different structural properties, including linear, affine, strict, and (ordinary) intuitionistic logics, where each proposition has an intrinsic mode of truth. It has…

计算机科学中的逻辑 · 计算机科学 2024-02-05 Junyoung Jang , Sophia Roshal , Frank Pfenning , Brigitte Pientka

We consider a simple modal logic whose non-modal part has conjunction and disjunction as connectives and whose modalities come in adjoint pairs, but are not in general closure operators. Despite absence of negation and implication, and of…

计算机科学中的逻辑 · 计算机科学 2009-03-23 Mehrnoosh Sadrzadeh , Roy Dyckhoff

We present an algebraic characterization of the complexity classes Logspace and NLogspace, using an algebra with a composition law based on unification. This new bridge between unification and complexity classes is inspired from proof…

计算机科学中的逻辑 · 计算机科学 2018-05-29 Clément Aubert , Marc Bagnol

We obtain characterizations of nonuniform dichotomies, defined by general growth rates, based on admissibility conditions. Additionally, we use the obtained characterizations to derive robustness results for the considered dichotomies. As…

动力系统 · 数学 2020-12-23 César M. Silva

We investigate the possibility of modelling the syntax and semantics of natural language by constraints, or rules, imposed by the multi-dimensional type theory Nabla. The only multiplicity we explicitly consider is two, namely one dimension…

计算与语言 · 计算机科学 2007-05-23 Jørgen Villadsen

Nominal logic is an extension of first-order logic which provides a simple foundation for formalizing and reasoning about abstract syntax modulo consistent renaming of bound names (that is, alpha-equivalence). This article investigates…

编程语言 · 计算机科学 2008-09-15 James Cheney , Christian Urban

In this paper we introduce Commutative/Non-Commutative Logic (CNC logic) and two categorical models for CNC logic. This work abstracts Benton's Linear/Non-Linear Logic by removing the existence of the exchange structural rule. One should…

计算机科学中的逻辑 · 计算机科学 2019-04-16 Jiaming Jiang , Harley Eades , Valeria de Paiva

Nonlinear field theories can be used to study both standard physics questions, or to study questions such as the emergence of order and complexity. These theories are generally derived from the symmetries of a given problem and the…

适应与自组织系统 · 物理学 2007-09-14 Joel Thorarinson , Marcelo Gleiser

Humans currently use arguments for explaining choices which are already made, or for evaluating potential choices. Each potential choice has usually pros and cons of various strengths. In spite of the usefulness of arguments in a decision…

人工智能 · 计算机科学 2012-07-19 Leila Amgoud , Henri Prade

We investigate some forms of quantum logic arising from the standard and the unsharp approach.

量子物理 · 物理学 2007-05-23 M. L. Dalla Chiara , R. Giuntini

In this paper we make a contribution to the unification of formal models of defeasible reasoning. We present several translations between formal argumentation frameworks and nonmonotonic logics for reasoning with plausible assumptions. More…

人工智能 · 计算机科学 2016-04-04 Jesse Heyninck , Christian Straßer

Based on ideas of quantum theory of open systems and psychological dual system theory we propose two novel versions of Non-Boolean logic. The first version can be interpreted in our opinion as simplified description of primitive…

神经元与认知 · 定量生物学 2015-09-29 E. D. Vol

First-order logic is the basis for many knowledge representation formalisms and methods. Providing technological support for learning to write first-order formulas for natural language specifications requires methods to test formulas for…

计算机科学中的逻辑 · 计算机科学 2026-02-24 Fabian Vehlken , Thomas Zeume , Emilio Carrasco Bustamante , Maëlle Cornély , Lukas Pradel

This article presents modal versions of resource-conscious logics. We concentrate on extensions of variants of Linear Logic with one minimal non-normal modality. In earlier work, where we investigated agency in multi-agent systems, we have…

计算机科学中的逻辑 · 计算机科学 2015-09-07 Daniele Porello , Nicolas Troquard

We interpret homogenousness as a second order property and base it on the same principle as nonmonotonic logic: there might be a small set of exceptions. We use this idea to analyse fundamental questions about defeasible inheritance…

计算机科学中的逻辑 · 计算机科学 2019-03-18 Karl Schlechta

We outline a theoretical framework for estimating the evolution of the particle size distribution in colloid and nanoparticle synthesis, when the primary growth mode is by externally controlled addition of singlet building blocks. The…

材料科学 · 物理学 2011-10-18 Vladimir Privman

We claim that human mathematics is only a limited part of the consequences of the chosen basic axioms. Properly human mathematics varies with time but appears to have universal features which we try to analyze. In particular the functioning…

历史与综述 · 数学 2023-02-21 David Ruelle

We conceptualize explainability in terms of logic and formula size, giving a number of related definitions of explainability in a very general setting. Our main interest is the so-called special explanation problem which aims to explain the…

人工智能 · 计算机科学 2022-10-26 Reijo Jaakkola , Tomi Janhunen , Antti Kuusisto , Masood Feyzbakhsh Rankooh , Miikka Vilander