Turing AI Fellowship: AI for Intelligent Neurotechnology and Human-Machine Symbiosis

Lead Research Organisation: University of Ulster
Department Name: Sch of Computing & Intelligent Systems

Abstract

Wearable neurotechnology utilization is expected to increase dramatically in the coming years, with applications in enabling movement-independent control and communication, rehabilitation, treating disease and improving health, recreation and sport among others. There are multiple driving forces:- continued advances in underlying science and technology; increasing demand for solutions to repair the nervous system; increase in the ageing population worldwide producing a need for solutions to age-related, neurodegenerative disorders, and "assistive" brain-computer interface (BCI) technologies; and commercial demand for nonmedical BCIs. There is a significant opportunity for the UK to lead in the development of AI-enabled neurotechnology R&D.

There are a number of key challenges to be addressed, mainly associated with the complexity of signals measured from the brain. AI has the potential to revolutionise the neurotechnology industry and neurotechnology presents an excellent challenge for AI. This fellowship will build on the award-winning AI and neurotechnology research of the fellow and offer real potential for impact through established clinical partnerships and in the neurotechnology industry.

The objective of this project is to build on award-winning AI and neurotechnology R&D to address key shortcomings of neurotechnology that limit its widespread use and adoption using a range of key neural network technologies in a state-of-the-art framework for processing neural signals developed by the proposed fellow.

The AI technologies developed for neurotechnology will be applied across sectors to demonstrate translational AI through engagement with at least 10 companies across at least 5 sectors during the fellowship, to demonstrate societal and economic benefit and interdisciplinary and translational AI skills development. The project has multiple industry, clinical and academic partners and is expected to produce world-leading AI technologies and propel the fellow to world-leading status in developing AI for neurotechnology which will impact widely.

A major focus of the project is ensuring the expectations of the fellow role are met. This includes:-
-Ensuring the processes and resources are in place to build a world-leading profile by the end of the fellowship;
-Focusing on planning research of the team as new results emerge and hypothesis are tested, to refine and develop a high-quality programme of ambitious, novel and creative research, in AI-enabled Neurotechnology. Specific focus will be ensuring meticulous planning, execution and follow-up to produce world-leading results;
-Continuing to perform my leadership role as director of the ISRC and leader of the data analytics theme, expanding the team and actively seek to develop into a position of higher leadership of the research agenda at Ulster, and in the national and international research community;
-Focusing on strengthening relationships and collaborations with colleagues in industry and academia, and maximising the potential for flexible career paths for researchers within the team
-Acting as an ambassador and advocate for AI, science and ED&I including by continuing to actively provide opinions and engaging with questions around AI and ethics, and responsible research and innovation (RRI). A focus will be embedding this throughout the activities of the fellowship but across the region and internationally;
-Seeking to engage with and influence the strategic direction of the UK AI research and innovation landscape through engagement with their peers, policymakers, and other stakeholders including the public through.
-Ensuring that the fundamental research is developed to have a high likelihood of impact on UK society/economy through trials across a range of patient groups to develop the evidence base and transfer of intellectual property to products, in particular through NeuroCONCISE Ltd, a main project partner.

Related Projects

Project Reference Relationship Related To Start End Award Value
EP/V025724/1 01/01/2021 01/02/2023 £1,823,387
EP/V025724/2 Transfer EP/V025724/1 02/02/2023 01/01/2026 £1,199,266
 
Description The award aims to address challenges associated with translating electrophysiological signals into control signals for a brain-computer interface and to trial AI-enabled neurotechnology on a large scale, impact end-users and translating AI to other sectors
To date
1. a number new AI approaches have been developed and evaluated and trialed with human participants in neurotechnology evaluations
2. trials have been conducted with over 100 human participants (including 50 patients) and plans are being developed to extend this :e.g., https://clinicaltrials.gov/ct2/show/NCT03827187
3. a number of industry-led data analytics challenges have been addressed in other sectors including smart nano manufacturing, AIops in fintech and oil delivery fleet management for partners including Seagate technologies and AllstateNI
4. Partner NeuroCONCISE engaged to deliver a wearable neurotechnology platform
Exploitation Route Partners including a number of companies have been supported to deploy AI to tackle challenging data analytics problems

NeuroCONCISE Ltd is partner who can support pathways to impact, exploit and commercialize new IP arising from the fellowship
Sectors Creative Economy

Digital/Communication/Information Technologies (including Software)

Electronics

Healthcare

Pharmaceuticals and Medical Biotechnology

URL https://www.ulster.ac.uk/ref/case-studies/uoa-19
 
Description A number of patients who have been engaged in trials have been impacted by the fellowship associated impacts are detailed in two impact case studies submitted to REF2021 as details here : https://www.ulster.ac.uk/ref/case-studies/uoa-19 https://www.ulster.ac.uk/ref/unit-of-assessment/computer-science-and-informatics
First Year Of Impact 2021
Sector Digital/Communication/Information Technologies (including Software),Healthcare,Pharmaceuticals and Medical Biotechnology
 
Description Advisory Board member, UK KTN Neurotechnology Innovation network (formerly Special Interest Group (SIG))
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Increasing awareness of neurotechnology industry and encourging investment
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact 'A transformative roadmap for neurotechnology in the UK' report. has been produced : https://ktn-uk.org/wp-content/uploads/2021/06/A-transformative-roadmap-for-neurotechnology-in-the-UK.pdf This has led to another report on regulating neurotechnology in the UK :https://www.gov.uk/government/publications/regulatory-horizons-council-the-regulation-of-neurotechnology
URL https://iuk.ktn-uk.org/health/neurotechnology/
 
Description Regulatory Horizons Council: the regulation of neurotechnology : Improvement to plans for regulating neurotechnology in the UK
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact An independent report has been prepared for government from the Regulatory Horizons Council about the safe and rapid development of neurotechnology.
URL https://www.gov.uk/government/publications/regulatory-horizons-council-the-regulation-of-neurotechno...
 
Description Higher Education Research Capital funding : CobOt eNvironments FOR Manufacturing (CONFORM)
Amount £440,762 (GBP)
Organisation Department for the Economy, Northern Ireland 
Sector Public
Country United Kingdom
Start 01/2022 
End 04/2022
 
Description NI-HPC+: Increased High Performance Computing for Data Science Applications
Amount £499,645 (GBP)
Funding ID EP/W03204X/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 11/2021 
End 03/2022
 
Description Strength in Place - Smart Nano Manufacturing Corridor Northern Ireland - SmartNanoNI
Amount £42,000,000 (GBP)
Funding ID 81801 
Organisation Innovate UK 
Sector Public
Country United Kingdom
Start 11/2021 
End 10/2026
 
Description US Ireland Award : AI-EPOCMON :
Amount £2,000,000 (GBP)
Funding ID USI 207 
Organisation Department for the Economy, Northern Ireland 
Sector Public
Country United Kingdom
Start 11/2023 
End 10/2027
 
Description Upgrading Magnetoencephalography(MEG) system with Internal Helium Recycler (IHR)
Amount £466,502 (GBP)
Funding ID MC_PC_MR/X013243/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 09/2022 
End 03/2023
 
Title EEG and psychological assessment datasets: Neurofeeedback for the treatment of PTSD 
Description Psychological assessments were conducted through clinical interviews, to collect psychometric data for twenty-nine female survivors of the 1994 genocide against the Tutsi in Rwanda, before and after an intervention aimed at reducing Post-Traumatic Stress Disorder (PTSD) symptom severity. Three measures of trauma and four measures of wellbeing were assessed using empirically validated standardised assessments. The participants were assigned to a control group (n = 9), a motor-imagery group (MI, n = 10), and a neurofeedback group (NF, n = 10). Participants in the latter two groups received a Brain-Computer Interface (BCI) based training as a treatment intervention over a period of two weeks between the pre- and post- clinical interviews. The training involved presenting feedback visually via a game, based on real-time analysis of the EEG recorded data during the BCI-based treatment session. Participants were asked to regulate (NF) or intentionally modulate (MI) brain activity to affect/control the game. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Reduced symptom severity in a group of PSTD sufferers in Rwanda 
URL https://data.mendeley.com/datasets/gsxphk87mc/3
 
Description EPSRC Tier 2 Northern Ireland High Performance Computing Facility - Kelvin-2 
Organisation Queen's University Belfast
Country United Kingdom 
Sector Academic/University 
PI Contribution Ulster University and Queens University Belfast were awarded a major grant of £2.1 million from teh EPSRC for a state-of-the-art computing facility, which will allow researchers to use high performance computing (HPC) technology to address some of society's biggest challenges. As PI at Ulster for the project I worked on the proposal with QUB and continue to partner in developing teh facility and ensuring its ultisiation and benefits are maximised.
Collaborator Contribution QUB lead bid and the facility will be established at QUB with priority access on resources to researcher sin Northern Ireland
Impact Having secured the funding in December 2019 to establish teh Tier HPC service that was the first major outcome of the collaboration. However the partnership brought together a multidisciplinary team of researchers from both institutions to work develop exemplar projects that will benefit from HPC resources. The facility, which will be based at Queen's University's McClay Library, will be used to accelerate research in six specialist areas which both institutions are experts in and are economically and socially important to the UK. These are neurotechnology and computational neuroscience, advanced chemistry, innovative drug delivery, precision medicine, metabolomics and hydrogen safety. In neurotechnology and computational neuroscience, researchers will work on brain modelling and on AI for brain-computer interface based rehabilitation technologies. Research in heterogeneous catalysis will involve modelling chemical processes, which contribute to the production of items used in everyday life. There will also be a focus on innovative drug delivery for improving drug based therapies and for use in diagnostics, as well as on precision medicine where automated tools will be created to analyse data and identify indicators for health conditions.The new facility will also help to advance research in food fingerprinting, including techniques for detecting chemical contaminants in food; and hydrogen deflagration to assist with developing accident prevention and mitigation for hydrogen tanks. The next major milestone and outcome of the partnership will be officially opening the facility for use in June 2020
Start Year 2019
 
Title Flexible electrical measurement apparatus 
Description Electrical measurement apparatus 1 comprises electrical circuitry 3 on a flexible substrate where the circuity comprises at least one electrode 5. Each electrode comprises a central portion 7 with a plurality of legs 9 extending radially outwards, wherein each leg has an electrical contact on which touch a user's head. The apparatus may comprise processing circuity 11 connected to the electrodes and may comprise a support coupled to the central portion and/or the legs. The support structure may have a plurality of limbs, may have a cover, may be domed or have an arcuate cross-section and may be of rubber or plastic. The apparatus may comprise means for receiving a fluid such as conductive gel or saline solution and may distribute said fluid through a dispersion member. Also provided is a headgear apparatus incorporating the electrical measurement apparatus as well as a method for manufacturing the electrical measurement apparatus. 
IP Reference European - EP20786528.8 
Protection Patent / Patent application
Year Protection Granted 2022
Licensed Yes
Impact NeuroCONCISE Ltd a partner on the Turing AI Fellowship is currently selling technology covered by this patent and patent applications
 
Title Neurofeedback with low-cost, wearable electroencephalography (EEG) reduces symptoms in chronic Post-Traumatic Stress Disorder 
Description Background: The study examines the effectiveness of both neurofeedback and motor-imagery brain-computer interface (BCI) training, which promotes self-regulation of brain activity, using low-cost electroencephalography (EEG)-based wearable neurotechnology outside a clinical setting, as a potential treatment for post-traumatic stress disorder (PTSD) in Rwanda. Methods: Participants received training/treatment sessions along with a pre- and post- intervention clinical assessment, (N =29; control n =9, neurofeedback (NF, 7 sessions) n =10, and motor-imagery (MI, 6 sessions) n =10). Feedback was presented visually via a videogame. Participants were asked to regulate (NF) or inten tionally modulate (MI) brain activity to affect/control the game. Results: The NF group demonstrated an increase in resting-state alpha 8-12 Hz bandpower following individual training sessions, termed alpha 'rebound' (Pz channel, p =0.025, all channels, p =0.024), consistent with previous research findings. This alpha 'rebound', unobserved in the MI group, produced a clinically relevant reduction in symptom severity in NF group, as revealed in three of seven clinical outcome measures: PCL-5 (p =0.005), PTSD screen (p =0.005), and HTQ (p =0.005). Limitations: Data collection took place in environments that posed difficulties in controlling environmental factors. Nevertheless, this limitation improves ecological validity, as neurotechnology treatments must be deployable outside controlled environments, to be a feasible technological treatment. Conclusions: The study produced the first evidence to support a low-cost, neurotechnological solution for rofeedback as an effective treatment of PTSD for victims of acute trauma in conflict zones in a developing country. 
Type Therapeutic Intervention - Psychological/Behavioural
Current Stage Of Development Refinement. Clinical
Year Development Stage Completed 2022
Development Status Under active development/distribution
Impact A dataset has been made public and dataset paper ""Electroencephalography and psychological assessment datasets to determine the efficacy of a low-cost, wearable neurotechnology intervention for reducing Post-Traumatic Stress Disorder symptom severity." has been accepted for publication in Data in Brief. This study has evaluated low-cost wearable neurotechnology arising from funded research at Ulster and Innovate UK funding to NeuroCONCISE Ltd 
URL http://www.neuroconcise.co.uk
 
Title Neurotechnology for conciousness assessment 
Description Wearable neurotechnology for assessment and communication in disorders of consciosness following brain injury Proof of Concept published 25 patients completed in basic science study Partnership with 17 hospitals and ethical approval for a large trial CE marked product (non medical use), patent pending including hardware and software 
Type Therapeutic Intervention - Medical Devices
Current Stage Of Development Early clinical assessment
Year Development Stage Completed 2021
Development Status Under active development/distribution
Clinical Trial? Yes
Impact change in patients care and quality of life evidence provided in two HIgh Court cases of brain-injured people Enabled participation of spinal injured person cybathlon Impact Case Study in REF2021 
URL http://neuroconcise.co.uk
 
Title APIs for NeuroCONCISE products 
Description Python, Matlab, Matlab Simulink, .NET, C application programming interfaces for FlexEEG wearable neurotechnology 
Type Of Technology Software 
Year Produced 2022 
Impact The software enables developers to create neurotechnology based interfaces to their platform - for brain-computer interface 
URL https://www.neuroconcise.co.uk/
 
Company Name NeuroCONCISE 
Description NeuroCONCISE develops wearable technology that measures and translates brainwaves allowing users to interact with computers remotely. 
Year Established 2016 
Impact NeuroCONCISE was founded in 2016 and has secured private investment and funding from Innovate UK and currently employs 4 people. Trials with patients are ongoing and having an impact on patients, families, carers and clinicians.
Website https://www.neuroconcise.co.uk/
 
Description Bristish Society for Rehabilitation Medicine special interest group on assistive rehabilitation technology 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attendees included Consultants in Rehab Medicine, speech and language therapists among other clinical professions with an interest in new assistive technologies for people with physical disabilities. This was training on new neurotechnology applications for disorders of conciousness, stroke and motor neuron disease. As a result of the study, we engaged another clinical site to recruit participants for a UK-wide neurotechnology trial.
Year(s) Of Engagement Activity 2022
URL https://www.bsrm.org.uk/members/special-interest-group-for-electronic-assistive-technology
 
Description Expert Lecturer, ISRC Computational Neuroscience, Neurotechnology and Neuroinspired AI (CN3) Autumn School, Derry 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Expert Lecturer, ISRC Computational Neuroscience, Neurotechnology and Neuroinspired AI (CN3) Autumn School, Derry
Year(s) Of Engagement Activity 2022
URL https://www.ulster.ac.uk/faculties/computing-engineering-and-the-built-environment/computing-enginee...
 
Description ISRC Computational Neuroscience, Neuroscience and Neuroinspired AI (CN3) Autumn School 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact 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. These topics include computational modelling of neural-glial systems, neuromodulators and 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.

Participants reported very positively on the event in terms of a unique combination of topics, rapid upskilling on multidisciplinary topics and the event will be bigger and better next year
Year(s) Of Engagement Activity 2021
URL https://sites.google.com/view/isrc-cn3/home
 
Description Invited Speaker : Royal Hospital of Neurodisability Conf. on Interventions in DOC, London 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Royal Hospital of Neurodisability Conference on Interventions in Disorders of Consciousness , London 2023
Year(s) Of Engagement Activity 2023
URL https://www.rhn.org.uk/events/interventions-in-disorders-of-consciousness/
 
Description Invited Speaker : SoftAct and PROGAIT projects webinar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited Speaker : SoftAct and PROGAIT projects webinar
Year(s) Of Engagement Activity 2021
URL https://i-rim.it/en/softact-e-pro-gait-projects/
 
Description Invited speaker : 8th International BCI Meeting: 2021 Virtual BCI meeting : Towards the decoding of neural information for motor control: present and future approaches (online) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Invited speaker : 8th International BCI Meeting: 2021 Virtual BCI meeting : Towards the decoding of neural information for motor control: present and future approaches (online)
Year(s) Of Engagement Activity 2021
URL https://bcisociety.org/bci-meeting/past-meetings/
 
Description Invited speaker : AIUK 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Invited speaker : AIUK 2022
Year(s) Of Engagement Activity 2022
URL https://ai-uk.turing.ac.uk/
 
Description Invited speaker : BCI & Neurotech Masterklass United Kingdom 1.0 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Invited speaker : BCI & Neurotech Masterklass United Kingdom 1.0
Year(s) Of Engagement Activity 2022
URL https://www.gtec.at/bci-neurotech-masterclass-uk-2022/
 
Description Invited speaker : BSRM Special Interest Group Assistive Rehabilitation Technology. (SIGART): Brain Computer Interface Training meeting 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited speaker : BSRM Special Interest Group Assistive Rehabilitation Technology. (SIGART): Brain Computer Interface Training meeting
Year(s) Of Engagement Activity 2022
URL https://www.bsrm.org.uk/
 
Description Invited speaker : IEEE Brain Webinar series 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Invited speaker : IEEE Brain Webinar series :

Part 1: Motor Imagery BCI for Cognitive Profiling in Disorders of Consciousness
Part 2: Prospects for Direct Speech BCI with Imagined-speech
Year(s) Of Engagement Activity 2021
URL https://brain.ieee.org/media/webinars/
 
Description Invited speaker : IEEE EMB Conference workshop on the changing landscape of electroencephalography, 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited speaker : IEEE EMB Conference workshop on the changing landscape of electroencephalography,
Year(s) Of Engagement Activity 2022
URL https://embc.embs.org/2022/sessions-and-workshops-information/theme-6/#6-5
 
Description Invited speaker : Police Rehabilitation and Retraining Trust Meeting Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Invited speaker : Police Rehabilitation and Retraining Trust Meeting Series
Year(s) Of Engagement Activity 2022
 
Description Invited speaker : UK KTN Neurotechnology Innovation Network - Neurogames webinar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Invited speaker : UK KTN Neurotechnology Innovation Network - Neurogames webinar
Year(s) Of Engagement Activity 2022
URL https://iuk.ktn-uk.org/events/neurotechnology-webinar-the-potential-applications-of-neurotechnology-...
 
Description Invited speaker : Virtual Braincom Workshop : Current advances in speech neural decoding and prostheses 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Invited speaker : Virtual Braincom Workshop : Current advances in speech neural decoding and prostheses
Year(s) Of Engagement Activity 2021
URL https://sites.google.com/view/braincomspeechprosthesesws/accueil
 
Description Invited speaker: BCI Thursdays workshop series : Brain-computer interfaces for the assessment of patients with disorders of consciousness 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited speaker: BCI Thursdays workshop series : Brain-computer interfaces for the assessment of patients with disorders of consciousness
Year(s) Of Engagement Activity 2021
URL https://bcisociety.org/bci-thursdays-online-events/
 
Description Invited speaker: ISRC Computational Neuroscience, Neurotechnology and Neuroinspired AI (CN3) Autumn School (Derry), 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Third sector organisations
Results and Impact Autumn school
Year(s) Of Engagement Activity 2023
URL https://www.ulster.ac.uk/faculties/computing-engineering-and-the-built-environment/computing-enginee...
 
Description Invited speaker: Neuroinformatics, Neural Networks and Neurocomputers Summer School (Bulgaria, online), 2023; 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Third sector organisations
Results and Impact Summer School - online
Year(s) Of Engagement Activity 2023
URL https://www.knowledgeengineering.ai/summer-school
 
Description Invited speaker: The Royal Society Neural Interface Summit, (London), 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A summit on Neural Interfaces which engaged a broad audience and will results in a follow report by the Royal Society
Year(s) Of Engagement Activity 2023
URL https://royalsociety.org/science-events-and-lectures/2023/09/royal-society-neural-interfaces-summit-...
 
Description Invited speaker: the AI & ML Showcase event (Bath), 2023; 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Third sector organisations
Results and Impact AI showcase vent
Year(s) Of Engagement Activity 2023
URL https://www.bath.ac.uk/events/the-unreasonable-effectiveness-of-machine-learning-in-pretty-much-ever...
 
Description Keynote speaker : BCI and Neurotechnology Spring School : BCI for brain assessment & communication with DoC, ALS & locked-in patients (Online) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Keynote speaker : BCI and Neurotechnology Spring School : BCI for brain assessment & communication with DoC, ALS & locked-in patients (Online)
Year(s) Of Engagement Activity 2021
URL https://www.gtec.at/spring-school-2023/
 
Description Keynote speaker : The 9th International Symposium on Test Automation & Instrumentation (ISTAI: ISTAI 2022, (Beijing/Online) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Keynote speaker : The 9th International Symposium on Test Automation & Instrumentation (ISTAI: ISTAI 2022, (Beijing/Online)
Year(s) Of Engagement Activity 2022
URL http://www.istai.org.cn/hy/en/ch/first_menu.aspx?parent_id=20220401155250001&meeting_id=ISTAI2022
 
Description Visitor and Invited speaker : Ekso Bionics, Richmond, California 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Visitor and Invited speaker : Ekso Bionics, Richmond, California
Year(s) Of Engagement Activity 2022
URL https://eksobionics.com/
 
Description Visitor and Invited speaker : National Centre for Neuroadaptive Technologies, New York 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Visitor and Invited speaker : National Centre for Neuroadaptive Technologies, New York
Year(s) Of Engagement Activity 2022
URL https://www.neurotechcenter.org/