Search Results for author: Anand Singh

Found 3 papers, 1 papers with code

Solving Multi-Coloring Combinatorial Optimization Problems Using Hybrid Quantum Algorithms

1 code implementation1 Nov 2019 Young-Hyun Oh, Hamed Mohammadbagherpoor, Patrick Dreher, Anand Singh, Xianqing Yu, Andy J. Rindos

Therefore, our modeling approach with hybrid quantum algorithms can be applicable for combinatorial problems in various fields to find an optimal solution in polynomial time.

Quantum Physics Data Structures and Algorithms

Learning compositionally through attentive guidance

no code implementations20 May 2018 Dieuwke Hupkes, Anand Singh, Kris Korrel, German Kruszewski, Elia Bruni

While neural network models have been successfully applied to domains that require substantial generalisation skills, recent studies have implied that they struggle when solving the task they are trained on requires inferring its underlying compositional structure.

Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models

no code implementations NeurIPS 2010 Anand Singh, Renaud Jolivet, Pierre Magistretti, Bruno Weber

Yet, recent experimental results show that mammalian neurons are close to the optimal metabolic efficiency and that the dynamics of their voltage-gated channels is significantly different than the one exhibited by the classic Hodgkin-Huxley model during the action potential.

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