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Rishi Rajalingham

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…

2019

Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs

NeurIPS 2019oral

Deep convolutional artificial neural networks (ANNs) are the leading class of candidate models of the mechanisms of visual processing in the primate ventral stream. While initially inspired by brain anatomy, over the past years, these ANNs have evolved from a simple eight-layer architecture in AlexN…