2 papers
stat.AP2025
Identifying Neural Connectivity using Bernoulli Autoregressive Partially Linear Additive Models
Carla Pinkney, Carolina Euan, Alex Gibberd
Characterising the interactions between spiking neurons is central to our understanding of cognitive processes such as memory, perception and decision making. In this work, we cons…
stat.ME2024
Regularised Spectral Estimation for High-Dimensional Point Processes
Carla Pinkney, Carolina Euan, Alex Gibberd +1
Advances in modern technology have enabled the simultaneous recording of neural spiking activity, which statistically can be represented by a multivariate point process. We charact…