Piotr A. Sokól

According to our database, Piotr A. Sokól authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Back to the Continuous Attractor.

Ábel Ságodi, Guillermo Martín-Sánchez, Piotr A. Sokól, Il Memming Park

CoRR, 2024

Graph Vertex Embeddings: Distance, Regularization and Community Detection.

Radoslaw Nowak, Adam Malkowski, Daniel Cieslak, Piotr A. Sokól, Pawel Wawrzynski

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Persistent learning signals and working memory without continuous attractors.

Il Memming Park, Ábel Ságodi, Piotr Aleksander Sokól

CoRR, 2023

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

Hida-Matérn Kernel.

Matthew Dowling, Piotr A. Sokól, Il Memming Park

CoRR, 2021

2020

On 1/n neural representation and robustness.

Josue Nassar, Piotr A. Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Information Geometry of Orthogonal Initializations and Training.

Piotr Aleksander Sokól, Il Memming Park

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Adjoint Dynamics of Stable Limit Cycle Neural Networks.

Piotr A. Sokól, Ian D. Jordan, Eben Kadile, Il Memming Park

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019