Search Results for author: Amit K Mishra

Found 3 papers, 1 papers with code

Brain-inspired Distributed Cognitive Architecture

no code implementations18 May 2020 Leendert A Remmelzwaal, Amit K Mishra, George F R Ellis

In this paper we present a brain-inspired cognitive architecture that incorporates sensory processing, classification, contextual prediction, and emotional tagging.

CTNN: Corticothalamic-inspired neural network

no code implementations28 Oct 2019 Leendert A Remmelzwaal, Amit K Mishra, George F R Ellis

Sensory predictions by the brain in all modalities take place as a result of bottom-up and top-down connections both in the neocortex and between the neocortex and the thalamus.

Biologically-inspired Salience Affected Artificial Neural Network (SANN)

1 code implementation9 Aug 2019 Leendert A Remmelzwaal, George F R Ellis, Jonathan Tapson, Amit K Mishra

In this paper we introduce a novel Salience Affected Artificial Neural Network (SANN) that models the way neuromodulators such as dopamine and noradrenaline affect neural dynamics in the human brain by being distributed diffusely through neocortical regions, allowing both salience signals to modulate cognition immediately, and one time learning to take place through strengthening entire patterns of activation at one go.

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