Mehrdad Jazayeri

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 9

Top Topics

Latent Variable Models

Recurrent Neural Networks

Reinforcement Learning

Top Venues

PLoS Comput. Biol.

NeurIPS Datasets and Benchmarks

Publications

Aran Nayebi, Rishi Rajalingham, Mehrdad Jazayeri, Guangyu Robert Yang
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes. CoRR (2023)
Aran Nayebi, Rishi Rajalingham, Mehrdad Jazayeri, Guangyu Robert Yang
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes. NeurIPS (2023)
Nhat Minh Le, Murat Yildirim, Yizhi Wang, Hiroki Sugihara, Mehrdad Jazayeri, Mriganka Sur
Mixtures of strategies underlie rodent behavior during reversal learning. PLoS Comput. Biol. 19 (9) (2023)
Jason Li, Nicholas Watters, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. Gaze Meets ML (2022)
Jason Li, Nicholas Watters, Yingting Wang, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. CoRR (2022)
Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks (2021)
Nicholas Watters, Joshua B. Tenenbaum, Mehrdad Jazayeri
Modular Object-Oriented Games: A Task Framework for Reinforcement Learning, Psychology, and Neuroscience. CoRR (2021)
Felix Pei, Joel Ye, David L. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. CoRR (2021)
Eli Pollock, Mehrdad Jazayeri
Engineering recurrent neural networks from task-relevant manifolds and dynamics. PLoS Comput. Biol. 16 (8) (2020)
Mehrdad Jazayeri, Frances K. Skinner
Multimodality in a dynamic feedback network with stochastic input. Neurocomputing (2003)
Mehrdad Jazayeri, Liang Zhang, Frances K. Skinner
A dynamical feedback mechanism for the generation of hippocampal field rhythms. Neurocomputing (2001)