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Neuroscience

Dario Amodei3Andrew Huberman2
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Physical Limits Dictate Scalability of Neural Recording Modalities for Whole-Brain Activity Mapping

Current neuroscience techniques cannot achieve millisecond-resolution recording of all neurons in a mammalian brain, necessitating analysis of fundamental physical constraints. The paper evaluates optical, electrical, magnetic resonance, and molecular recording methods for the mouse brain, focusing

K-Pairwise Maximum Entropy Models Capture Strong Collective Synchrony in Retinal Neuron Networks

Maximum entropy models, extended to K-pairwise formulations, accurately describe correlated spiking in up to 120 salamander retinal neurons responding to natural movies. Pairwise interactions alone fail for groups beyond 40 neurons, necessitating a global synchrony-controlling term. These models rev