Shunting helps population readout only under gain–load–alignment: reliable, support-matched divisors that suppress aligned multiplicative gain without excessive signal loss or denominator variability.
Dynamic gain decomposition reveals functional effects of dendrites, ion channels, and input statistics in population coding.Journal of Neuroscience, 44(13):e0799232023, 2024
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When Branch-Local Shunting Helps: A Gain-Load-Alignment Principle for Dendritic E/I Networks
Shunting helps population readout only under gain–load–alignment: reliable, support-matched divisors that suppress aligned multiplicative gain without excessive signal loss or denominator variability.