1 citations · 1 across the 3 of their papers we have counts for
4 papers
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…
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…
Wavelet Spectra for Multivariate Point Processes
Edward A. K. Cohen, Alexander J. Gibberd
Wavelets provide the flexibility to analyse stochastic processes at different scales. Here, we apply them to multivariate point processes as a means of detecting and analysing unkn…
Characterising Dependency in Computer Networks using Spectral Coherence
Alex Gibberd, Jordan Noble, Edward Cohen
The transmission or reception of packets passing between computers can be represented in terms of time-stamped events and the resulting activity understood in terms of point-proces…