Special Seminar
Tuesday, January 30, 2024
Srdjan Ostojic, Ph.D.
Director of Research, CNRS, Ecole Normale Supérieure Paris
Linking Structure and Function in Recurrent Neural Network Models of Cognitive Tasks
Recommended Readings:
Beiran, Manuel, et al. “Parametric control of flexible timing through low-dimensional neural manifolds.” Neuron 111.5 (2023): 739-753.
Shao, Yuxiu, and Srdjan Ostojic. “Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks.” PLOS Computational Biology 19.1 (2023): e1010855.
Dubreuil, Alexis, et al. “The role of population structure in computations through neural dynamics.” Nature Neuroscience 25.6 (2022): 783-794.
Valente, Adrian, Srdjan Ostojic, and Jonathan W. Pillow. “Probing the relationship between latent linear dynamical systems and low-rank recurrent neural network models.” Neural Computation 34.9 (2022): 1871-1892.
Herbert, Elizabeth, and Srdjan Ostojic. “The impact of sparsity in low-rank recurrent neural networks.” PLoS Computational Biology 18.8 (2022): e1010426.
