The Harmonic Mind: From Neural Computation to Optimality-Theoretic GrammarVolume I: Cognitive Architecture (Bradford Books)

By Paul Smolensky, G. Legendre. 2006

104 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Distributional Memory: A General Framework for Corpus-Based Semantics (2010, neutral): “…being explored in corpus-based semantics, and interesting synergies are emerging with research areas such as neural systems (Smolensky 1990; Smolensky and Legendre 2006), quantum information (Widdows and Peters 2003; Aerts and Czachor 2004; Widdows 2004; Van Rijsbergen 2004; Bruza and Cole…”
Reasoning in Vector Space: An Exploratory Study of Question Answering (2015, methodology): “…what knowledge is caputred in each representation via the formalism of TPR. Tensor Product Representation (TPR), proposed by Smolensky (1990); Smolensky & Legendre (2006), is a mathematical method to represent complex structures from basic vectorial building blocks, so called ﬁllers and…”
Logic Tensor Networks (2020, background): “Early work in this direction has shown correspondences between various logical-symbolic systems and neural network models [27, 64, 66, 32, 53].”
HUBERT Untangles BERT to Improve Transfer across NLP Tasks (2019, background): “…Architectures (Levy & Gayler, 2008), Tensor Product Representations (TPRs) provide the capacity to represent the discrete linguistic structure in a continuous, distributed manner, where grammatical form and semantic content can be disentangled (Smolensky, 1990; Smolensky & Legendre, 2006).”