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Mapping model units to visual neurons reveals population code for social behaviour

The rich variety of behaviours observed in animals arises through the interplay between sensory processing and motor control. To understand these sensorimotor transformations, it is useful to build models that predict not only neural responses to sensory input1–5 but also how each neuron causally contributes to behaviour6,7. Here we demonstrate a novel modelling approach to identify a one-to-one mapping between internal units in a deep neural network and real neurons by predicting the behavioural changes that arise from systematic perturbations of more than a dozen neuronal cell types. A key ingredient that we introduce is ‘knockout training’, which involves perturbing the network during training to match the perturbations of the real neurons during behavioural experiments. We apply this approach to model the sensorimotor transformations of Drosophila melanogaster males during a complex, visually guided social behaviour8–11. The visual projection neurons at the ....

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How Denton middle school students transformed the Chairy Orchard into a butterfly garden

The former home of Denton’s Chairy Orchard has been transformed into a butterfly garden by the Crownover Middle School Builder’s Club, with help from the Denton Noon Kiwanis. The garden ....

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Thunder Bay police hopeful recent drug, gun seizures make a dent on criminal operations

Thunder Bay police are shining a light on crime involving suspects from outside of the city after large quantities of illicit drugs and two loaded handguns were seized during recent investigations. ....

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Dispelling Myths at 'The Power of TV: Flipping the Script on Work, Family and Care'

Dispelling Myths at 'The Power of TV: Flipping the Script on Work, Family and Care'
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Milo Ventimiglia reunites with his 'This Is Us' kids for Niles Fitch's graduation

The Pearsons are never too far apart. Milo Ventimiglia recently reunited with his 'This Is Us' kids Niles Fitch and Hannah Zeile. ....

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