We outline a framework of multilevel neurocognitive mechanisms that incorporates representation and computation. We argue that paradigmatic explanations in cognitive neuroscience fit this framework and thus that cognitive neuroscience constitutes a revolutionary break from traditional cognitive science. Whereas traditional cognitive scientific explanations were supposed to be distinct and autonomous from mechanistic explanations, neurocognitive explanations aim to be mechanistic through and through. Neurocognitive explanations aim to integrate computational and representational functions and structures across multiple levels of organization in order to explain cognition. To a large extent, practicing cognitive neuroscientists have already a...
Much of the controversy evoked by the use of deep neural networks as models of biological neural sys...
The central aim of this paper is to shed light on the nature of explanation in computational neurosc...
This paper explores the way representational notions figure into cognitive science, with a focus on ...
We outline a framework of multilevel neurocognitive mechanisms that incorporates representation and ...
An increasing number of philosophers have promoted the idea that mechanism provides a fruitful frame...
This paper explores the way representational notions figure into cognitive science, with a focus on ...
A powerful engine of the current expansion of cognitive science downwards, into the brain, is cognit...
The dream of cognitive neuroscience has always been a seamless integration of cognitive representati...
AbstractProgress in understanding cognition requires a quantitative, theoretical framework, grounded...
Cognitive science is the interdisciplinary study of the mind. Two of its constituent disciplines are...
Cognitive Neuroscience seeks to integrate cognitive psychology and neuroscience. I critique existing...
Abstract The “top-down ” and “bottom-up ” approaches have been thought to exhaust the possibilities ...
<p>Cognitive neuroscience is an interdisciplinary enterprise aimed at explaining cognition and behav...
I propose a cautionary assessment of the recent debate concerning the impact of the dynamical approa...
A characterization of computation and computational explanation is important in accounting for the e...
Much of the controversy evoked by the use of deep neural networks as models of biological neural sys...
The central aim of this paper is to shed light on the nature of explanation in computational neurosc...
This paper explores the way representational notions figure into cognitive science, with a focus on ...
We outline a framework of multilevel neurocognitive mechanisms that incorporates representation and ...
An increasing number of philosophers have promoted the idea that mechanism provides a fruitful frame...
This paper explores the way representational notions figure into cognitive science, with a focus on ...
A powerful engine of the current expansion of cognitive science downwards, into the brain, is cognit...
The dream of cognitive neuroscience has always been a seamless integration of cognitive representati...
AbstractProgress in understanding cognition requires a quantitative, theoretical framework, grounded...
Cognitive science is the interdisciplinary study of the mind. Two of its constituent disciplines are...
Cognitive Neuroscience seeks to integrate cognitive psychology and neuroscience. I critique existing...
Abstract The “top-down ” and “bottom-up ” approaches have been thought to exhaust the possibilities ...
<p>Cognitive neuroscience is an interdisciplinary enterprise aimed at explaining cognition and behav...
I propose a cautionary assessment of the recent debate concerning the impact of the dynamical approa...
A characterization of computation and computational explanation is important in accounting for the e...
Much of the controversy evoked by the use of deep neural networks as models of biological neural sys...
The central aim of this paper is to shed light on the nature of explanation in computational neurosc...
This paper explores the way representational notions figure into cognitive science, with a focus on ...