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Experimental results often do not assess network structure; rather, the network structure is inferred by the dynamics of the nodes. From the dynamics of the nodes one then constructs a network of functional relations, termed the functional…

适应与自组织系统 · 物理学 2017-11-22 Jake Stroud , Mauricio Barahona , Tiago Pereira

This paper studies the interaction between knowledge, time and coordination in systems in which timing information is available. Necessary conditions are given for the causal structure in coordination problems consisting of orchestrating a…

计算机科学中的逻辑 · 计算机科学 2013-10-29 Ido Ben-Zvi , Yoram Moses

Insightful findings in political science often require researchers to analyze documents of a certain subject or type, yet these documents are usually contained in large corpora that do not distinguish between pertinent and non-pertinent…

计算与语言 · 计算机科学 2019-10-29 Shrey Desai , Barea Sinno , Alex Rosenfeld , Junyi Jessy Li

Serious thinking about the computational aspects of situation theory is just starting. There have been some recent proposals in this direction (viz. PROSIT and ASTL), with varying degrees of divergence from the ontology of the theory. We…

cmp-lg · 计算机科学 2008-02-03 Erkan TIN , Varol AKMAN

The success of deep learning often derives from well-chosen operational building blocks. In this work, we revise the temporal convolution operation in CNNs to better adapt it to text processing. Instead of concatenating word…

计算与语言 · 计算机科学 2015-08-19 Tao Lei , Regina Barzilay , Tommi Jaakkola

A new syntactic characterization of problems complete via Turing reductions is presented. General canonical forms are developed in order to define such problems. One of these forms allows us to define complete problems on ordered…

计算复杂性 · 计算机科学 2014-11-25 Vladimir Naidenko

We study transformational program logics for correctness and incorrectness that we extend to explicitly handle both termination and nontermination. We show that the logics are abstract interpretations of the right image transformer for a…

计算机科学中的逻辑 · 计算机科学 2023-11-27 Patrick Cousot

We introduce a formal operational semantics that describes the fused execution of variable contraction problems, which compute indexed arithmetic over a semiring and generalize sparse and dense tensor algebra, relational algebra, and graph…

编程语言 · 计算机科学 2022-07-28 Scott Kovach , Fredrik Kjolstad

This brief paper further investigates the locally and globally adaptive synchronization of an uncertain complex dynamical network. Several network synchronization criteria are deduced. Especially, our hypotheses and designed adaptive…

适应与自组织系统 · 物理学 2016-11-17 Jin Zhou , Junan Lu , Jinhu Lu

Probably building non procedural languages is the most prospective way for parallel programming just because non procedural means no fixed way for execution. The article consists of 3 parts. In first part we consider formal systems for…

分布式、并行与集群计算 · 计算机科学 2008-11-03 Renat Nuriyev

The brain efficiently performs nonlinear computations through its intricate networks of spiking neurons, but how this is done remains elusive. While nonlinear computations can be implemented successfully in spiking neural networks, this…

神经元与认知 · 定量生物学 2021-11-23 Michele Nardin , James W Phillips , William F Podlaski , Sander W Keemink

The capabilities and use cases of automatic natural language processing (NLP) have grown significantly over the last few years. While much work has been devoted to understanding how humans deal with discourse connectives, this phenomenon is…

计算与语言 · 计算机科学 2023-09-04 Ruiqi Li , Liesbeth Allein , Damien Sileo , Marie-Francine Moens

We study the problem of empirical coordination subject to a fidelity criterion for a general set-up. We prove a result which indicates a strong connection between our framework and the framework of empirical coordination developed in [1].…

信息论 · 计算机科学 2019-07-16 Michail Mylonakis , Photios A. Stavrou , Mikael Skoglund

Single-round multiway join algorithms first reshuffle data over many servers and then evaluate the query at hand in a parallel and communication-free way. A key question is whether a given distribution policy for the reshuffle is adequate…

数据库 · 计算机科学 2015-12-22 Gaetano Geck , Bas Ketsman , Frank Neven , Thomas Schwentick

Instruction tuning is commonly assumed to endow language models with a domain-general ability to follow instructions, yet the underlying mechanism remains poorly understood. Does instruction-following rely on a universal mechanism or…

人工智能 · 计算机科学 2026-04-08 Elisabetta Rocchetti , Alfio Ferrara

The study of coordinated manipulation of conversations on social media has become more prevalent as social media's role in amplifying misinformation, hate, and polarization has come under scrutiny. We discuss the implications of successful…

社会与信息网络 · 计算机科学 2021-06-08 Thomas Magelinski , Lynnette Hui Xian Ng , Kathleen M. Carley

Relational reasoning lies at the core of many NLP tasks, drawing on complementary signals from text and graphs. While prior research has investigated how to leverage this dual complementarity, a detailed and systematic understanding of…

人工智能 · 计算机科学 2026-01-28 Zhen Wu , Ritam Dutt , Luke M. Breitfeller , Armineh Nourbakhsh , Siddharth Parekh , Carolyn Rosé

Structured merge tools exploit programming language syntactic structure to enhance merge accuracy by reducing spurious conflicts reported by unstructured tools. By creating and handling full ASTs, structured tools are language-specific and…

软件工程 · 计算机科学 2024-07-29 Guilherme Cavalcanti , Paulo Borba , Leonardo dos Anjos , Jonatas Clementino

Dynamical Systems theory generally deals with fixed point iterations of continuous functions. Computation by Turing machine although is a fixed point iteration but is not continuous. This specific category of fixed point iterations can only…

其他计算机科学 · 计算机科学 2014-10-31 Nabarun Mondal , Partha P. Ghosh

In computational cognitive science, the cognitive architecture ACT-R is very popular. It describes a model of cognition that is amenable to computer implementation, paving the way for computational psychology. Its underlying psychological…

人工智能 · 计算机科学 2014-05-15 Daniel Gall , Thom Frühwirth