We argue that it is imperative that modelers select the right, and potentially differing levels of abstraction for different components of their computational models, as too global or too specific components will hinder scientific progress. We describe ACT-R, from the perspective that is a useful modeling architecture to support this process, and provide two examples in which mixing different levels of abstraction has provided us with new insights
Models are central to the development of scientific knowledge and because of this have become import...
International audienceIn our previous contribution, we proposed computational modelling-related defi...
This paper presents a computational exploration of how meaning modulates temporal attention. This ha...
We argue that it is imperative that modelers select the right, and potentially differing levels of a...
We argue that it is imperative that modelers select the right, and potentially differing levels of a...
A characterization of computation and computational explanation is important in accounting for the e...
Scientific models are often expressed as large and complicated programs. These programs embody numer...
Computational modeling has long been one of the traditional pillars of cognitive science. Unfortunat...
AbstractScientific models are often expressed as large and complicated programs. These programs embo...
We consider approaches to explanation within the cognitive sciences that begin with Marr’s computati...
This thesis puts forward a formal theory of levels and algorithms to provide a foundation for those...
Blokpoel reminds us of the importance of consistency of function across Marr’s levels, but we argue ...
In popularizing computational thinking, Wing notes that ‘abstraction is described as underlying comp...
Item does not contain fulltextIn this commentary, I advocate for strict relations between Marr's lev...
The problem of complexity has kept qualitative physics techniques from being applied to large real-w...
Models are central to the development of scientific knowledge and because of this have become import...
International audienceIn our previous contribution, we proposed computational modelling-related defi...
This paper presents a computational exploration of how meaning modulates temporal attention. This ha...
We argue that it is imperative that modelers select the right, and potentially differing levels of a...
We argue that it is imperative that modelers select the right, and potentially differing levels of a...
A characterization of computation and computational explanation is important in accounting for the e...
Scientific models are often expressed as large and complicated programs. These programs embody numer...
Computational modeling has long been one of the traditional pillars of cognitive science. Unfortunat...
AbstractScientific models are often expressed as large and complicated programs. These programs embo...
We consider approaches to explanation within the cognitive sciences that begin with Marr’s computati...
This thesis puts forward a formal theory of levels and algorithms to provide a foundation for those...
Blokpoel reminds us of the importance of consistency of function across Marr’s levels, but we argue ...
In popularizing computational thinking, Wing notes that ‘abstraction is described as underlying comp...
Item does not contain fulltextIn this commentary, I advocate for strict relations between Marr's lev...
The problem of complexity has kept qualitative physics techniques from being applied to large real-w...
Models are central to the development of scientific knowledge and because of this have become import...
International audienceIn our previous contribution, we proposed computational modelling-related defi...
This paper presents a computational exploration of how meaning modulates temporal attention. This ha...