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Flies neglect food and endure shocks to seek a dopamine reward : Waddell Group paper published in Nature

Flies neglect food and endure shocks to seek a dopamine reward : Waddell Group paper published in Nature
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Kristijan Jovanoskipropose , Kristijan Jovanoski , Lucille Duquenoy , Scott Waddell , Centre For Neural Circuits , Professor Scott Waddell , Neural Circuits ,

How deep is the brain? The shallow brain hypothesis | Nature Reviews Neuroscience

Deep learning and predictive coding architectures commonly assume that inference in neural networks is hierarchical. However, largely neglected in deep learning and predictive coding architectures is the neurobiological evidence that all hierarchical cortical areas, higher or lower, project to and receive signals directly from subcortical areas. Given these neuroanatomical facts, today’s dominance of cortico-centric, hierarchical architectures in deep learning and predictive coding networks is highly questionable; such architectures are likely to be missing essential computational principles the brain uses. In this Perspective, we present the shallow brain hypothesis: hierarchical cortical processing is integrated with a massively parallel process to which subcortical areas substantially contribute. This shallow architecture exploits the computational capacity of cortical microcircuits and thalamo-cortical loops that are not included in typical hierarchical deep learning ....

United Kingdom , East Sussex , Jordan General , Dj Van Essen , C Van Noorden , Dj Van Essen , Th Organization , Cognitive Development Ch , Computer Vision , Pattern Recognition , Machine Learning , Van Essen , Computational Geometry , Annual Conference , Learning Theory , Its Role , Cortical Function , Brain Res , Neural Circuits , Prefrontal Cortex , Frontal Lobe , Cell Neurosci , Fundamental Neuroscience , Neural Circuit , Cognitive Development , Brain Sci ,

How dopaminergic systems in fruit flies create reward-seeking behaviors despite adverse consequences

How dopaminergic systems in fruit flies create reward-seeking behaviors despite adverse consequences
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Kristijand Jovanoski , Kristinm Scaplen , Kristin Scaplen , Karla Kaun , Bryant University , University Of Oxford Center , Sciencex Network , Brown University , Neural Circuits ,

How Insect Brains Melt and Rewire During Metamorphosis

Do fruit flies remember their larval lives? To find out, scientists made the neurons inside larvae glow, then tracked how they reshuffled as they formed adult brains. ....

Deniz Erezyilmaz , James Truman , Franz Kafka , University Of Oxford Center , University Of Washington , Neural Circuits , Quanta Magazine , Brains And Behavior ,