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Fundamental bounds on the fidelity of sensory cortical coding - Livestream

Mark Schnitzer

Perception is limited by the information that the brain can extract from the noisy dynamics of sensory neurons. I will present a new microscope to monitor neural activity across the primary visual cortex and analyses to quantify the information conveyed by large neural ensembles. The data reveal limitations on the accuracy of sensory cortical coding due to correlated fluctuations in neural dynamics.

Seminal experiments published three decades ago suggested that correlated activity fluctuations within sensory cortical neural ensembles is what limits their coding accuracy. However, without concurrent recordings from thousands of cortical neurons with shared sensory inputs, it has remained unknown whether correlated noise actually limits coding fidelity. We found that, in mouse visual cortex, correlated noise constrained signaling for ensembles of 800 - 1,300 neurons. Moreover, neural ensemble visual signals were perpendicular to the largest noise mode, which therefore did not limit coding fidelity. The information-limiting noise modes were approximately ten times smaller and concordant with mouse visual acuity. Cortical design principles appear to enhance coding accuracy by restricting ~90% of noise fluctuations to modes that do not limit signaling fidelity, whereas much weaker correlated noise modes bound sensory discrimination.

Speaker: Mark Schnitzer, Stanford

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Monday, 12/07/20

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