Search Results for author: Shahram Dehdashti

Found 6 papers, 0 papers with code

Kernel Method based on Non-Linear Coherent State

no code implementations15 Jul 2020 Prayag Tiwari, Shahram Dehdashti, Abdul Karim Obeid, Massimo Melucci, Peter Bruza

In this paper, by mapping datasets to a set of non-linear coherent states, the process of encoding inputs in quantum states as a non-linear feature map is re-interpreted.

Construction of 'Support Vector' Machine Feature Spaces via Deformed Weyl-Heisenberg Algebra

no code implementations2 Jun 2020 Shahram Dehdashti, Catarina Moreira, Abdul Karim Obeid, Peter Bruza

This paper uses deformed coherent states, based on a deformed Weyl-Heisenberg algebra that unifies the well-known SU(2), Weyl-Heisenberg, and SU(1, 1) groups, through a common parameter.

Quantum-like Structure in Multidimensional Relevance Judgements

no code implementations20 Jan 2020 Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci

A large number of studies in cognitive science have revealed that probabilistic outcomes of certain human decisions do not agree with the axioms of classical probability theory.

Decision Making Decision Making Under Uncertainty

Towards a Quantum-Like Cognitive Architecture for Decision-Making

no code implementations11 May 2019 Catarina Moreira, Lauren Fell, Shahram Dehdashti, Peter Bruza, Andreas Wichert

We propose an alternative and unifying framework for decision-making that, by using quantum mechanics, provides more generalised cognitive and decision models with the ability to represent more information than classical models.

Decision Making

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