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Published at October 21

Modeling dynamic neural activity by combining naturalistic video stimuli and stimulus-independent latent factors

cs.CC

Released Date: October 21, 2024

Authors: Finn Schmidt¹, Suhas Shrinivasan¹, Polina Turishcheva¹, Fabian H. Sinz²

Aff.: ¹Institute of Computer Science and Campus Institute Data Science, University of Göttingen, Germany; ²Institute of Computer Science and Campus Institute Data Science, University of Göttingen, Germany; Department of Neuroscience & Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, USA

Arxiv: https://arxiv.org/abs/2410.16136v1

	Poisson Baseline	Video-only ZIG	Latent ZIG
Pearson Correlation	0.195	0.183	0.182
Log Likelihood in Bits per Neuron and Time	-	-0.98	-0.74