Nayebi, Aran

13 publications

NeurIPS 2025 Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics Reece Keller, Alyn Kirsch, Felix Pei, Xaq Pitkow, Leo Kozachkov, Aran Nayebi

NeurIPS 2025 Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain Trinity Chung, Yuchen Shen, Nathan Kong, Aran Nayebi

ICLRW 2024 Inter-Animal Transforms as a Guide to Model-Brain Comparison Imran Thobani, Javier Sagastuy-Brena, Aran Nayebi, Rosa Cao, Daniel LK Yamins

NeurIPS 2023 Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes Aran Nayebi, Rishi Rajalingham, Mehrdad Jazayeri, Guangyu Robert Yang

NeurIPS 2021 Explaining Heterogeneity in Medial Entorhinal Cortex with Task-Driven Neural Networks Aran Nayebi, Alexander Attinger, Malcolm Campbell, Kiah Hardcastle, Isabel Low, Caitlin S Mallory, Gabriel Mel, Ben Sorscher, Alex H Williams, Surya Ganguli, Lisa Giocomo, Dan Yamins

NeurIPS 2020 Identifying Learning Rules from Neural Network Observables Aran Nayebi, Sanjana Srivastava, Surya Ganguli, Daniel L Yamins

NeurIPS 2020 Learning Physical Graph Representations from Visual Scenes Daniel Bear, Chaofei Fan, Damian Mrowca, Yunzhu Li, Seth Alter, Aran Nayebi, Jeremy Schwartz, Li F Fei-Fei, Jiajun Wu, Josh Tenenbaum, Daniel L Yamins

ICML 2020 Two Routes to Scalable Credit Assignment Without Weight Symmetry Daniel Kunin, Aran Nayebi, Javier Sagastuy-Brena, Surya Ganguli, Jonathan Bloom, Daniel Yamins

NeurIPS 2019 Brain-like Object Recognition with High-Performing Shallow Recurrent ANNs Jonas Kubilius, Martin Schrimpf, Kohitij Kar, Rishi Rajalingham, Ha Hong, Najib Majaj, Elias Issa, Pouya Bashivan, Jonathan Prescott-Roy, Kailyn Schmidt, Aran Nayebi, Daniel Bear, Daniel L Yamins, James J DiCarlo

NeurIPS 2019 From Deep Learning to Mechanistic Understanding in Neuroscience: The Structure of Retinal Prediction Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen Baccus, Surya Ganguli

NeurIPSW 2019 Revealing Computational Mechanisms of Retinal Prediction via Model Reduction Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli

NeurIPS 2018 Task-Driven Convolutional Recurrent Models of the Visual System Aran Nayebi, Daniel Bear, Jonas Kubilius, Kohitij Kar, Surya Ganguli, David Sussillo, James J DiCarlo, Daniel L Yamins

NeurIPS 2016 Deep Learning Models of the Retinal Response to Natural Scenes Lane McIntosh, Niru Maheswaranathan, Aran Nayebi, Surya Ganguli, Stephen Baccus