Search Results for author: Ishan Sinha

Found 2 papers, 1 papers with code

Emergent Symbols through Binding in External Memory

2 code implementations ICLR 2021 Taylor W. Webb, Ishan Sinha, Jonathan D. Cohen

A key aspect of human intelligence is the ability to infer abstract rules directly from high-dimensional sensory data, and to do so given only a limited amount of training experience.

A Memory-Augmented Neural Network Model of Abstract Rule Learning

no code implementations13 Dec 2020 Ishan Sinha, Taylor W. Webb, Jonathan D. Cohen

Further, we introduce the Emergent Symbol Binding Network (ESBN), a recurrent neural network model that learns to use an external memory as a binding mechanism.

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