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Nonlinear mixed selectivity supports reliable neural computation

Nonlinear mixed selectivity supports reliable neural computation

Nonlinear mixed selectivity supports reliable neural computation

Nonlinear mixed selectivity may be a general coding scheme exploited by the brain for reliable and efficient neural computation.

Nonlinear mixed selectivity supports reliable neural computation

In nonlinear mixed selectivity (right), neurons respond to particular combinations of feature values, and the number of feature values in those ...

Nonlinear mixed selectivity supports reliable neural computation

Here, we show that the conjunctive coding of multiple stimulus features, commonly known as nonlinear mixed selectivity, may be used by the brain ...

Nonlinear mixed selectivity supports reliable neural computation.

Further, we show experimental evidence that mixed selectivity exists in the brain even when it does not enable behaviorally useful linear decoding. This ...

Nonlinear mixed selectivity supports reliable neural computation

Fig 1. Mixed codes produce more discriminable stimulus representations. A The noisy channel model. A stimulus x is encoded by encoding function tO( ...

(PDF) Nonlinear mixed selectivity supports reliable neural computation

reliable and efficient neural computation. Keywords: neural coding, reliability, efficiency, nonlinear mixed selectivity,. conjunctive coding.

Nonlinear mixed selectivity supports reliable neural computation

Nonlinear mixed selectivity supports reliable neural computation. Published in. PLoS Computational Biology, February 2020. DOI, 10.1371/journal.pcbi.1007544.

Knowledge UChicago - The University of Chicago

... neuron were z-scored across the four conditions. 2.6 Supplemental Information. “Nonlinear mixed selectivity supports reliable neural computation”. W. Jeffrey ...

Mixed selectivity: Cellular computations for complexity: Neuron

We define pure, linear, and nonlinear mixed selectivity and discuss how these response properties can be obtained in simple neural circuits.

Emergence of Nonlinear Mixed Selectivity in Prefrontal Cortex after ...

(2020) Nonlinear mixed selectivity supports reliable neural computation. PLoS Comput Biol 16:e1007544. doi:10.1371/journal.pcbi.1007544 pmid ...

Mixed selectivity: Cellular computations for complexity - ScienceDirect

We define pure, linear, and nonlinear mixed selectivity and discuss how these response properties can be obtained in simple neural circuits.

Alex Naka on X: "Nonlinear mixed selectivity supports reliable ...

Nonlinear mixed selectivity supports reliable neural computation https://t.co/9O1UhGEFdx.

Mixed selectivity: Cellular computations for complexity - Cell Press

The same applies to the high-dimensional rep- resentation that involves a nonlinear mixed selectivity neuron. ... A category- free neural population supports ...

A distributed and efficient population code of mixed selectivity ...

... mixed selectivity cells compared to pure selectivity cells makes it ... Nonlinear mixed selectivity supports reliable neural computation.

More Prominent Nonlinear Mixed Selectivity in the Dorsolateral ...

... neuronal property depends on nonlinear mixed selectivity (NMS), the ... Nonlinear mixed selectivity supports reliable neural computation.

The implications of categorical and category-free mixed selectivity ...

This work related nonlinear mixed selectivity to the high dimensionality of neural ... Nonlinear mixed selectivity supports reliable neural computation. PLoS ...

Mixed codes support reliable decoding in the brain, not only flexible...

... Mixed codes support reliable decoding in the brain, not only flexible computation ... Nonlinear mixed selectivity supports reliable neural computation. Preprint.

Using fMRI to examine nonlinear mixed selectivity tuning to task and ...

R. A.. (. 2013. ). Representational geometry: Integrating cognition, computation, and the brain ... M. M.. (. 2006. ). Dissociable neural mechanisms supporting ...

Stephanie E. Palmer on X: "Super proud to have worked with Jeff ...

Nonlinear mixed selectivity supports reliable neural computation. Neuronal activity in the brain is variable, yet both perception and ...

Emergence of Nonlinear Mixed Selectivity in Prefrontal Cortex after ...

Johnston WJ, Palmer SE, Freedman DJ (2020) Nonlinear mixed selectivity supports reliable neural computation. PLoS Comput Biol 16:e1007544 ...