Adjoint Dynamics of Stable Limit Cycle Neural Networks. - Piotr A. Sokól; Ian D. Jordan; Eben Kadile; Il Memming Park (ACSSC, 2019)

Information Geometry of Orthogonal Initializations and Training. - Piotr Aleksander Sokól; Il Memming Park (ICLR, 2020)

On 1/n neural representation and robustness. - Josue Nassar; Piotr A. Sokól; SueYeon Chung; Kenneth D. Harris; Il Memming Park (NeurIPS, 2020)

Hida-Matérn Kernel. - Matthew Dowling; Piotr A. Sokól; Il Memming Park (CoRR, 2021)

Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems. - Ian D. Jordan; Piotr Aleksander Sokól; Il Memming Park (Frontiers Comput. Neurosci., 2021)

Persistent learning signals and working memory without continuous attractors. - Il Memming Park; Ábel Ságodi; Piotr Aleksander Sokól (CoRR, 2023)

Graph Vertex Embeddings: Distance, Regularization and Community Detection. - Radoslaw Nowak; Adam Malkowski; Daniel Cieslak; Piotr A. Sokól; Pawel Wawrzynski (ICCS (6), 2024)

Back to the Continuous Attractor. - Ábel Ságodi; Guillermo Martín-Sánchez; Piotr A. Sokól; Memming Park (NeurIPS, 2024)

Back to the Continuous Attractor. - Ábel Ságodi; Guillermo Martín-Sánchez; Piotr A. Sokól; Il Memming Park (CoRR, 2024)