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Dec 27, 2023 · Here, I compile a set of videos that complement a course on computational complexity for cognitive scientists that I co-teach with Nils Donselaar.
Aims and Motivation. Many computational- or rational-level models of cognition postulate computations that appear to be computationally.
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Iris van Rooij, Johan Kwisthout, Mark Blokpoel, Todd Wareham: Computational complexity analysis for cognitive scientists. CogSci 2013. manage site settings.
Complexity analysis provides a measure of how well the com- putations being performed by a cognitive model are supported by the constraints of biological ...
Computational complexity has been developed under the assumption that thinking can be modelled by a Turing machine. This view of cognition has more recently ...
Abstract This chapter surveys the use of logic and computational complexity theory in cognitive science. We emphasize in particular the role played by logic ...
Jul 2, 2019 · This approach suggests that the complexity of the task of solving a problem can be characterized by the computational complexity of that problem.
Jun 16, 2023 · Computational complexity theory (CCT), a mathematical framework for the characterization of the hardness of computational problems, is a promising candidate ...
The upshot is that a computationally optimal algorithm for solving a mathematical problem may not always be also a cognitively optimal one for human problem ...
Complexity Analysis. Enhancing Methodological Rigor for. Computational Cognitive Science. Jacob Beal1, Jennifer Roberts2. 1:BBN Technologies, 2:MIT CSAIL. Page ...