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Mushroom Bodies

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A Fly-Inspired Mushroom Bodies Model for Sensory-Motor Control Through Sequence and Subsequence Learning.

International journal of neural systems 27354193
Classification and sequence learning are relevant capabilities used by living beings to extract complex information from the environment for behavioral control. The insect world is full of examples where the presentation time of specific stimuli shap...
Action Potentials Animals Computer Simulation Decision Making Drosophila melanogaster Learning Models, Neurological Motor Activity Mushroom Bodies Neural Networks, Computer Neurons Perception Reward Robotics
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Deep(er) Learning.

The Journal of neuroscience : the official journal of the Society for Neuroscience 30006366
Animals successfully thrive in noisy environments with finite resources. The necessity to function with resource constraints has led evolution to design animal brains (and bodies) to be optimal in their use of computational power while being adaptabl...
Afferent Pathways Animals Association Learning Avoidance Learning Conditioning, Classical Conditioning, Operant Deep Learning Drosophila melanogaster Environment Models, Neurological Mushroom Bodies Nerve Net Neuropil Odorants Olfactory Perception Olfactory Receptor Neurons Reinforcement, Psychology Reward Signal Detection, Psychological Signal-To-Noise Ratio Synapses
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Abstract concept learning in a simple neural network inspired by the insect brain.

PLoS computational biology 30222735
The capacity to learn abstract concepts such as 'sameness' and 'difference' is considered a higher-order cognitive function, typically thought to be dependent on top-down neocortical processing. It is therefore surprising that honey bees apparantly h...
Animals Bees Behavior, Animal Brain Cognition Computer Simulation Learning Machine Learning Models, Neurological Mushroom Bodies Neural Networks, Computer Odorants Probability Software
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The fruit fly, , as a microrobotics platform.

Proceedings of the National Academy of Sciences of the United States of America 40198707
Engineering small autonomous agents capable of operating in the microscale environment remains a key challenge, with current systems still evolving. Our study explores the fruit fly, , a classic model system in biology and a species adept at microsca...
Animals Behavior, Animal Drosophila melanogaster Locomotion Mushroom Bodies Optogenetics Robotics Smell
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