2 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
Human eye inspired log-polar pre-processing for neural networks
Leendert A Remmelzwaal, Amit Mishra, George F R Ellis
In this paper we draw inspiration from the human visual system, and present a bio-inspired pre-processing stage for neural networks. We implement this by applying a log-polar trans…
CTNN: Corticothalamic-inspired neural network
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. Th…
Biologically-inspired Salience Affected Artificial Neural Network (SANN)
Leendert A Remmelzwaal, George F R Ellis, Jonathan Tapson +1
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…