← Search

Mehrdad Jazayeri

2 accepted papers

2023

Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes

NeurIPS 2023spotlight

Humans and animals have a rich and flexible understanding of the physical world, which enables them to infer the underlying dynamical trajectories of objects and events, plausible future states, and use that to plan and anticipate the consequences of actions. However, the neural mechanisms underlyin…

2021

Neural Latents Benchmark ‘21: Evaluating latent variable models of neural population activity

NeurIPS 2021poster

Advances in neural recording present increasing opportunities to study neural activity in unprecedented detail. Latent variable models (LVMs) are promising tools for analyzing this rich activity across diverse neural systems and behaviors, as LVMs do not depend on known relationships between the act…

Cited by 98SourcecodeScholar