Mapping model units to visual neurons reveals population ...

Mapping model units to visual neurons reveals population ... - Nature

Here we develop knockout training, a novel solution to identify a one-to-one mapping between internal units in a DNN and real neurons in the ...

Mapping model units to visual neurons reveals population code for ...

Our model reaches a different conclusion: combinations of visual projection neurons, including those involved in non-social behaviours, drive ...

Mapping model units to visual neurons reveals population code for ...

The rich variety of behaviours observed in animals arises through the interplay between sensory processing and motor control.

Mapping model units to visual neurons reveals population code for ...

Mapping model units to visual neurons reveals population code for social behaviour. Benjamin R Cowley 1, 2. ,. Adam J Calhoun 1. ,. Nivedita Rangarajan 1. ,.

Mapping model units to visual neurons reveals population code for ...

A Deep Neural Network Model Reveals Population Coding of Social Behavior in Drosophila Visual Neurons ... Combinations of visual projection neurons, including ...

Mapping model units to visual neurons reveals population code for ...

Fingerprint. Dive into the research topics of 'Mapping model units to visual neurons reveals population code for social behaviour'.

nature on X: "Nature research paper: Mapping model units to visual ...

Nature research paper: Mapping model units to visual neurons reveals population code for social behaviour https://t.co/QxcMBxAjFQ.

Visual Field Maps, Population Receptive Field Sizes, and Visual ...

The method is especially suitable for mapping motion-sensitive regions, which contain large receptive field sizes that span the vertical midline (Dumoulin and ...

Neuronal tuning and population representations of shape ... - Nature

Consistent with studies in nonhuman primates, the neuronal representations were primarily shape-based, although we also observed category-like ...

Population encoding of stimulus features along the visual hierarchy

We present a method for understanding the functional relationships among large populations of neurons in complex circuits such as the retina and primary visual ...

CLaE on X: "Nature Mapping model units to visual neurons reveals ...

Nature Mapping model units to visual neurons reveals population code for social behaviour https://t.co/aAukjHKy9t.

How fruit flies see love: An AI model of the male's visual neurons ...

The result of this work is a detailed mapping between stimulus features, visual neurons, and behavior. The authors used this mapping to ...

Evolving Images for Visual Neurons Using a Deep Generative ...

This does not indicate that this space is the best model for IT response properties; instead, this shows that it is possible to use the neurons' ...

Mapping a Complete Neural Population in the Retina

By measuring the coverage of visual space by the receptive fields of the recorded cells, we concluded that our technique captured a neural ...

Mapping multiple features in the population response of visual cortex

Rather than reflecting the intersection of multiple maps, our results indicate that population activity in primary visual cortex is better described as a single ...

One-to-one mapping between deep network units and real neurons ...

gated how the population activity of 22 model LC units encodes visual stimuli. ... LC synaptic connectivity reveals a visual population ...

Single units in a deep neural network functionally correspond with ...

Deep neural networks have been shown to predict neural responses in higher visual cortex. The mapping from the model to a neuron in the brain ...

Topological analysis of population activity in visual cortex | JOV

Information in the cortex is thought to be represented by the joint activity of neurons. Here we describe how fundamental questions about neural ...

One-to-one mapping between deep network units and real neurons

We next investigated how the population of 23 model LC units encodes visual stimuli. Previous studies have. 156 recorded LC responses (mostly ...

A functionally ordered visual feature map in the Drosophila brain

In Drosophila, the lobula columnar (LC) neuron types project from the optic lobe to the central brain, where each forms a glomerulus in a ...