Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks. - Manuel Beiran; Alexis M. Dubreuil; Adrian Valente; Francesca Mastrogiuseppe; Srdjan Ostojic (Neural Comput., 2021)

Extracting computational mechanisms from neural data using low-rank RNNs. - Adrian Valente; Jonathan W. Pillow; Srdjan Ostojic (NeurIPS, 2022)

Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models. - Adrian Valente; Srdjan Ostojic; Jonathan W. Pillow (Neural Comput., 2022)

Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity. - Marino Pagan; Adrian Valente; Srdjan Ostojic; Carlos D. Brody (CoRR, 2023)