A study on interpreting spiking predictions
Georgiana Neculae, Gavin Brown
In preparation for a machine learning conference (anonymized), 2020
Offers an information theoretic comparison of different spike train interpretation (or decoding) methods.
Posts by Collection
publications
Ensemble learning for spiking neural networks
Georgiana Neculae, Gavin Brown
In preparation for a machine learning journal (anonymized), 2020
We demonstrate how to ensemble spiking neural networks such that the ensemble predictor is guaranteed to outperform the average single model performance.
talks
PhD research overview and motivation
Published:
Advances in Data Science Poster
Published:
teaching
Graduate Teaching Assistant
Undergraduate and Master's courses, The University of Manchester, Department of Computer Science, 2016
Courses I have taught, evaluated, and demsonstrated for during my PhD project are:
Introduction to Deep Learning
Master's course, The University of Manchester, Department of Computer Science, 2018
