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Topic: Behavioral tasks

ePoster
1 ePoster

In Machine Learning and Neuro-Informatics

ePoster · Neuroscience

NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis

A. Filipe, Il Park · Bernstein Conference 2024

Recent studies have demonstrated that brain areas involved in motor control display common representations of latent trajectories for both stereotypical and generalizable dynamical cortical behavior. However, current research often focuses on analyzing single tasks and individual sessions, missing the opportunity to exploit the structural patterns across datasets. By fitting a unified model to a collection of neural data with shared features, we can increase data usage efficiency and enhance our understanding of common neural computation structures. Despite these insights, the neuroscience fi

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