22 citations · 36 across the 3 of their papers we have counts for
3 papers
q-bio.NC2022★ 14 cited
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation
Justin Jude, Matthew G Perich, Lee E Miller +1
Neural population activity relating to behaviour is assumed to be inherently low-dimensional despite the observed high dimensionality of data recorded using multi-electrode arrays.…
q-bio.NC2021★ 22 cited
Targeted Neural Dynamical Modeling
Cole Hurwitz, Akash Srivastava, Kai Xu +4
Latent dynamics models have emerged as powerful tools for modeling and interpreting neural population activity. Recently, there has been a focus on incorporating simultaneously mea…
q-bio.NC2021
Hippocampal representations emerge when training recurrent neural networks on a memory dependent maze navigation task
Justin Jude, Matthias H. Hennig
Can neural networks learn goal-directed behaviour using similar strategies to the brain, by combining the relationships between the current state of the organism and the consequenc…