Background
There have been rapid advancements and investments in research and development in brain sciences, neurotechnology, neural data modelling and neuro-inspired artificial intelligence (AI). These advancements have not only led to deeper understanding of brain functions and disorders, but also the development and application of powerful AI and machine-learning algorithms that affect our everyday life.
The Computational Neuroscience, Neurotechnology and Neuro-inspired AI (CN3) Autumn School aims to train the next generation of researchers on these state-of-the-art developments. This short course will touch on the areas of computational neuroscience, neural data science, neurotechnology and neuro-inspired AI.
The School is unique in that important and timely topics either not delivered in other Schools or taught courses, or delivered only individually, will be delivered here in an integrated way, from pedagogical to advanced levels. These topics include computational modelling of neural-glial systems, neuromodulators, cognition, neurotechnology, self-repaired intelligent machines and cognitive robotics. Moreover, although neural computation and neuro-inspired AI research are conducted in the island of Ireland, there is very little relevant training and taught courses, especially for early career researchers, in the region; this School aims to bridge this gap.
Summary
The Autumn School will be held at the Intelligent Systems Research Centre, a major research unit within the School of Computing, Engineering and Intelligent Systems at Ulster University in Derry~Londonderry, Northern Ireland. This is the second ISRC-CN3 Autumn School. The ISRC is dedicated to the creation of intelligent computational systems, taking inspiration from, and learning from, biology and neuroscience. Its research is focused on the design, development and implementation of intelligent computational systems that are capable of learning, reasoning, adapting and evolving and interacting with their environment in a manner which humans would consider “intelligent”.
Lecturers and Speakers
- Áine Byrne (University College Dublin)
- Amanda Fullerton (Ulster University)
- Arleen Salles (Institute of Neuroethics, Uppsala University & Centro de Investigaciones Filosoficas)
- Cian O’Donnell (Ulster University)
- Damien Coyle (Ulster University)
- Elaine Murray (Ulster University)
- Eleni Vasilaki (University of Sheffield)
- Girijesh Prasad (Ulster University)
- Hava Siegelmann (University of Massachusetts Amherst)
- J. A. Scott Kelso (Florida Atlantic University & Ulster University)
- Jim Harkin (Ulster University)
- John Wade (Ulster University)
- KongFatt Wong-Lin (Ulster University)
- Maria Dauvermann (University of Birmingham)
- Nikola Kasabov (Auckland University of Technology & Ulster University)
- Saugat Bhattacharyya (Ulster University)
- Simon Kelly (University College Dublin)
Organising Committee
- Dr. KongFatt Wong-Lin (k.wong-lin@ulster.ac.uk) (lead organizer)
- Dr. Cian O’Donnell
- Dr. Saugat Bhattachrrya
- Prof. Damien Coyle
- Louise Gallagher
- Elaine Duffy
- Cheryl Mullan
- Eoghan Tucker
Schedule
- Introductory neuroscience
- Cognitive neural systems and behaviour
- Derry~Londonderry city tour and social activity
- Mathematics for neuroscience
- Lab 1 - Programming in Python & MATLAB
- Computational modelling of neurons, plasticity and learning
- Modelling astrocyte-neuron interactions
- Modelling microglial cells
- Tour of ISRC labs
- Neural network dynamics and modelling decision-making
- Dynamical theory of coordination
- Lab 2 – Neural & cognitive modelling
- Investigating time series neural data: Experimental design & processing
- Non-invasive brain-computer interfaces
- Brain connectivity analysis and applications to psychiatry
- Decoding mental imagery from EEG and AI-enabled neurotechnology
- Lab 3 – Neural data processing, neural data science & applications
- Neuro-inspired computation: Spiking neural networks
- Sparse reservoir computing
- Building reliable and secure embedded systems with neuromorphic computing
- Lifelong learning AI via neuro-inspired solutions
- Lab 4 – Neuro-inspired AI and applications
- Formal dinner and Derry Halloween dressing up, social activity
- Ethics in neuroscience and AI
- Attendees’ micro-talks and project pitches
- Understanding the benefits of Knowledge Transfer Partnerships for businesses, academics and graduates
- Translating AI-enabled, neurotechnology research and experiences of developing an award winning neurotech startup
Location
Located in the Northwest of Ireland where The Wild Atlantic Way meets the Causeway Coastal Route, the vibrant city of Derry~Londonderry is renowned for one of the finest Walled Cities in Europe and home to award winning museums, some of the islands best cultural attractions and a variety of lively festivals and events; Derry~Londonderry offers a vibrant social scene where your visitors are guaranteed the warmest of welcomes and hospitality.
For delegates looking to experience the local culture, the city walls surround cosy pubs with live music, award-winning museums that tell stories from times past, and vibrant eateries that serve up LegenDerry Food.
Travel and Accommodation
The city has ten 4-star hotels within a five mile radius of the city. centre, from award winning boutique hotels to larger hotel groups. For more information please visit the Visit Derry website.
By Air
- City of Derry Airport
https://www.cityofderryairport.com/destinations/
-Only7 miles from Derry city centre
-Direct flights from London Stansted, Manchester, Liverpool and Glasgow (and from May – Edinburgh)
- Car hire and taxi service available
- Belfast City Airport
- Belfast International Airport
https://belfastairport.com/ 1h15min(International airport) and 1h30min(City airport) by car/bus to Derry-Londonderry
Airport transfers with The Airporter available
Car hire and taxi service available
- Dublin International Airport
https://www.dublinairport.com/
2h45min from Dublin airport to Derry-Londonderry by car/bus
Car hire and taxi service available
Airport transfers
The Airporter https://airporter.co.uk/
Return shuttle bus transfers from both Belfast Airports to Derry city centre
For as little as £30 return per person
By Rail
Translink https://www.translink.co.uk/
Hourly direct rail link to Belfast and connection to Dublin
Things to do
Avail of Visit Derry’s brand-new Visitor Pass giving you entry into 10of the city’s most popular visitor attractions including guided walking tours. This is a great way to explore Derry’s hidden gems and take in the city’s views by foot.
For more information visit www.visitderry.com
We hope your visit is LegenDerry!