Matthew Dowling

According to our database, Matthew Dowling authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

Integrative neurocybernetic modeling in the era of large-scale neuroscience.

Il Memming Park, Ayesha Vermani, Gonzalo G. de Polavieja, Juan Álvaro Gallego, Kathleen Esfahany, Shreya Saxena, Michael Orger, Auke Ijspeert, Matthew Dowling, Daniel McNamee, Srinivas C. Turaga, Zachary Mainen, Joseph J. Paton, Alfonso Renart

CoRR, April, 2026

2025

Meta-Dynamical State Space Models for Integrative Neural Data Analysis.

Ayesha Vermani, Josue Nassar, Hyungju Jeon, Matthew Dowling, Il Memming Park

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Nonlinear multiregion neural dynamics with parametric impulse response communication channels.

Matthew Dowling, Cristina Savin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Large-scale variational Gaussian state-space models.

Matthew Dowling, Yuan Zhao, Il Memming Park

CoRR, 2024

eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling.

Matthew Dowling, Yuan Zhao, Memming Park

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Real-Time Machine Learning Strategies for a New Kind of Neuroscience Experiments.

Ayesha Vermani, Matthew Dowling, Hyungju Jeon, Ian D. Jordan, Josue Nassar, Yves Bernaerts, Yuan Zhao, Steven Van Vaerenbergh, Il Memming Park

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains.

Matthew Dowling, Yuan Zhao, Il Memming Park

Proceedings of the International Conference on Machine Learning, 2023

Real-time variational method for learning neural trajectory and its dynamics.

Matthew Dowling, Yuan Zhao, Il Memming Park

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Hida-Matérn Kernel.

Matthew Dowling, Piotr A. Sokól, Il Memming Park

CoRR, 2021

2020

Non-parametric generalized linear model.

Matthew Dowling, Yuan Zhao, Il Memming Park

CoRR, 2020

2018

Tracking of Objects in a Passive Backscattering Tag-to-Tag Network.

Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Improved Adaptive Importance Sampling Based on Variational Inference.

Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo

Proceedings of the 26th European Signal Processing Conference, 2018