We are hosting a webinar, 'Dynamic Causal Modelling: Lessons from Neuroscience in FinTech' with our guest speaker Dr William Jones.

Watch the video

 

Synopsis

Causal inference is an exceptionally useful tool in many fields, and investigating causality in the brain is a cutting edge contemporary challenge. One of the frameworks for solving these problems in the neuroscientific domain is the Bayesian technique of Dynamic Causal Modelling (DCM). This framework leverages variational techniques to rapidly evaluate and compare a wide range of possible models.

The Dynamic Causal Modelling approach strikes an excellent balance between performance and accuracy and makes use of several interesting techniques that may benefit wider applications. Unfortunately, while this technique has proven highly successful in neuroscience, it is currently limited in scope by the state of its existing implementation.

In this talk, we discuss the work we are doing in applying the Dynamic Causal Modelling framework in the Finance space, modelling stock data. We discuss both the challenges of applying this technique in the interesting new domain of Finance, as well as touching on the practical challenges of realizing a robust and fast implementation.

About the speakers

Dr Williams Jones

Dr William Jones has a research background in computational neuroscience, focused on the areas of consciousness, cognition, and meta-cognition. In industry, before his current role, William had a short but highly successful stint as the co-founder and CTO of the cryptocurrency Arweave.

In his current role, Dr Jones heads AI and Machine Learning efforts at Embecosm, a consultancy that solves open source problems in many challenging areas, with a focus on compilers, tool chains, embedded systems, and operating systems. His current work is focused on Bayesian methods and statistical computing.

Our events are for adults aged 16 years and over.

BCS is a membership organisation. If you enjoy this event, please consider joining BCS. You’ll be very welcome. You’ll receive access to many exclusive career development tools, an introduction to a thriving professional community and also help us Make IT Good For Society. Join BCS today

For overseas delegates who wish to attend the event, please note that BCS does not issue invitation letters.

This event is brought to you by: BCS South Yorkshire branch

Webinar: Dynamic causal modelling: Lessons from neuroscience in FinTech
Date and time
Thursday 21 April, 6:00pm - 7:00pm
Location
Webinar
Price
This event is sold out