ePoster · Neuro-Informatics
Optimization techniques for machine learning based classification involving large-scale neuroscience datasets
Kaustav Mehta · Neuromatch 5
Wed, Sep 28, 2022
The domain of computational neuroscience is one that is awash with data; be it from simulations or experiments, we try to extract patterns and make sense of them. However, two trends have emerged over the past decade. For one, datasets are rapidly increasing in scale, breadth and depth, as more research demands higher resolutions and longer time periods of recording. Two, computational research in the past few decades have attracted immense interest and is increasingly accessible to a greater diversity of people around the world. And, while the knowledge and skills involved in this domain is l