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.
Beyond divisive normalization: Scalable feedforward networks for multisensory integration across reference frames.Journal of Neuroscience, 45(41):e0104252025, 2025
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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.