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Florian Engert

2 accepted papers

2025

ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish

ICLR 2025spotlight

Data-driven benchmarks have led to significant progress in key scientific modeling domains including weather and structural biology. Here, we introduce the Zebrafish Activity Prediction Benchmark (ZAPBench) to measure progress on the problem of predicting cellular-resolution neural activity througho…

2018

Point process latent variable models of larval zebrafish behavior

NeurIPS 2018spotlight

A fundamental goal of systems neuroscience is to understand how neural activity gives rise to natural behavior. In order to achieve this goal, we must first build comprehensive models that offer quantitative descriptions of behavior. We develop a new class of probabilistic models to tackle this ch…

Cited by 37SourcePDFScholar