Mindfulness Mirror

Conference item


James-Reynolds, C. and Currie, E. 2018. Mindfulness Mirror. BCS Machine Intelligence competition. BCS London Office, First Floor, The Davidson Building, 5 Southampton Street, London 05 Oct 2018
TitleMindfulness Mirror
AuthorsJames-Reynolds, C. and Currie, E.
Abstract

The Mindfulness mirror was developed from a simple infinity mirror that changes its hues in accordance with relaxation levels read from a Neurosky Mindwave EEG. The new mirror uses an interactive Genetic
Algorithm with fitness ratings provided from the EEG, consisting of the sum of attention and meditation (mindfulness) readings. The software runs on the Arduino platform. There are a number of aspects
of the system that could be improved, but having reached the limits of the available memory, this would require porting to a Teensy platform with more memory and faster libraries for managing the 202 LEDs. The system might also be more effective if the mutation rate was slowly reduced over the generations, but these are issues to be explored in future work. Whilst more LEDs would allow geometry to be explored as a variable, this is problematic as it would require a much larger power supply than the 10 Amps we currently use.
The system was developed for the 13th BCS Machine Intelligence Competition; the current presentation was developed specifically for this and lasts about 15 minutes. To demonstrate effectively, we use
only 4 parents, employ a high mutation rate (5%) and limit the display time of each parent to 30 seconds. Co-dominance is used, although a splicing function is also available. We do normally see some convergence over this time period. The project was developed for fun and exploration of ideas but it does raise interesting issues with regard to sensors providing fitness functions and the lack of a clearly defined endpoint. A library will be available for the Arduino platform over the next few months, which should be useful as a teaching tool. We would also like to explore possible applications of the technology for art installations and therapeutic systems.
The talk itself is silent!

Research GroupArtificial Intelligence group
ConferenceBCS Machine Intelligence competition
Publication process dates
Deposited05 Nov 2018
Accepted05 Oct 2018
Output statusPublished
LanguageEnglish
File
File Access Level
Restricted
Permalink -

https://repository.mdx.ac.uk/item/8800z

  • 36
    total views
  • 0
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

The LIDAR Harp - the development and evaluation of a new MIDI controller
James-Reynolds, C. and James-Reynolds, J. 2024. The LIDAR Harp - the development and evaluation of a new MIDI controller. Music and Sonic Art: Seeing Sound, Hearing Sight. University of Manchester, UK 28 - 29 Oct 2023
Developing testing frameworks for AI cameras
Herdzik, A. and James-Reynolds, C. 2022. Developing testing frameworks for AI cameras. Bramer, M. and Stahl, F. (ed.) 42nd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (SGAI). Cambridge, UK 13 - 15 Dec 2022 Cham Springer. https://doi.org/10.1007/978-3-031-21441-7_28
Towards a brain controller interface for generating simple Berlin School style music with interactive genetic algorithms
James-Reynolds, C. and Currie, E. 2021. Towards a brain controller interface for generating simple Berlin School style music with interactive genetic algorithms. Bramer, M. and Ellis, R. (ed.) 41st SGAI International Conference on Artificial Intelligence (AI-2021). Cambridge, England [Online] 14 - 16 Dec 2021 Springer. pp. 377-382 https://doi.org/10.1007/978-3-030-91100-3_31
Using argumentation to solve conflicting situations in users' preferences in ambient assisted living
Oguego, C., Augusto, J., Springett, M., Quinde, M. and James-Reynolds, C. 2021. Using argumentation to solve conflicting situations in users' preferences in ambient assisted living. Applied Artificial Intelligence. 35 (15), pp. 2327-2369. https://doi.org/10.1080/08839514.2021.1966986
A smart environments architecture (Search)
Augusto, J., Gimenez Manuel, J., Quinde, M., Oguego, C., Ali, M. and James-Reynolds, C. 2020. A smart environments architecture (Search). Applied Artificial Intelligence. 34 (2), pp. 155-186. https://doi.org/10.1080/08839514.2020.1712778
Analysis of tuberculosis severity levels from CT pulmonary images based on enhanced residual deep learning architecture
Gao, X., James-Reynolds, C. and Currie, E. 2020. Analysis of tuberculosis severity levels from CT pulmonary images based on enhanced residual deep learning architecture. Neurocomputing. 392, pp. 233-244. https://doi.org/10.1016/j.neucom.2018.12.086
Mindfulness mirror
Currie, E. and James-Reynolds, C. 2019. Mindfulness mirror. Bramer, M. and Petridis, M. (ed.) AI-2019 Thirty-ninth SGAI International Conference on Artificial Intelligence. Cambridge, United Kingdom 17 - 19 Dec 2019 Springer Nature. pp. 456-461 https://doi.org/10.1007/978-3-030-34885-4_36
Evolutionary art with an EEG fitness function
Nĕmečková, I., James-Reynolds, C. and Currie, E. 2011. Evolutionary art with an EEG fitness function. Bramer, M. and Petridis, M. (ed.) AI-2019 Thirty-ninth SGAI International Conference on Artificial Intelligence. Cambridge, United Kingdom 17 - 19 Dec 2019 Springer Nature. pp. 241-252 https://doi.org/10.1007/978-3-030-34885-4_19
Entanglement by The Observer Effect
James-Reynolds, C., James-Reynolds, A. and James-Reynolds, J. 2019. Entanglement by The Observer Effect.
The SEArch smart environments architecture
Augusto, J., Quinde, M., Gimenez Manuel, J., Ali, M., Oguego, C. and James-Reynolds, C. 2019. The SEArch smart environments architecture. 15th International Conference on Intelligent Environments. Rabat, Morocco 24 - 27 Jun 2019 Institute of Electrical and Electronics Engineers (IEEE). pp. 60-63 https://doi.org/10.1109/IE.2019.00010
An interface for managing users' preferences in AmI
Oguego, C., Augusto, J., Springett, M., Quinde, M. and James-Reynolds, C. 2019. An interface for managing users' preferences in AmI. 15th International Conference on Intelligent Environments. Rabat, Morocco 24 - 27 Jun 2019 Institute of Electrical and Electronics Engineers (IEEE). pp. 56-59 https://doi.org/10.1109/IE.2019.00009
Embedding creativity in the university computing curriculum
Currie, E. and James-Reynolds, C. 2020. Embedding creativity in the university computing curriculum. TIE 2018: 2nd EAI International Conference on Technology, Innovation, Entrepreneurship and Education. London, United Kingdom 04 Sep 2018 Springer International Publishing. pp. 25-30 https://doi.org/10.1007/978-3-030-16130-9_2
Analysing TB severity levels with an enhanced deep residual learning– depth-resnet
Gao, X., James-Reynolds, C. and Currie, E. 2018. Analysing TB severity levels with an enhanced deep residual learning– depth-resnet. Cappellato, L., Ferro, N., Nie, J-Y. and Soulier, L. (ed.) CLEF 2018 Conference and Labs of the Evaluation Forum - ImageCLEF-Multimedia Retrieval in CLEF. Avignon, France 10 - 14 Sep 2018 CEUR-WS.
Sensorial computing
Varsani, P., Moseley, R., Jones, S., James-Reynolds, C., Chinellato, E. and Augusto, J. 2018. Sensorial computing. in: Filimowicz, M. and Tzankova, V. (ed.) New Directions in Third Wave Human-Computer Interaction: Volume 1 - Technologies Cham, Switzerland Springer. pp. 265-284
A survey of the benefits and issues arising from the deployment of physical artefacts in computer science teaching
Currie, E. and James-Reynolds, C. 2017. A survey of the benefits and issues arising from the deployment of physical artefacts in computer science teaching. EAI Endorsed Transactions on e-Learning. 4 (13). https://doi.org/10.4108/eai.20-6-2017.152745
The use of physical artefacts in undergraduate computer science teaching
Currie, E. and James-Reynolds, C. 2017. The use of physical artefacts in undergraduate computer science teaching. E-Learning, E-Education, and Online Training Third International Conference, eLEOT 2016. Dublin, Ireland 31 Aug - 02 Sep 2016 Springer. https://doi.org/10.1007/978-3-319-49625-2_15
Literature review on the use of action research in higher education
Gibbs, P., Cartney, P., Wilkinson, K., Parkinson, J., Cunningham, S., James-Reynolds, C., Zoubir, T., Brown, V., Barter, P., Sumner, P., MacDonald, A., Dayananda, A. and Pitt, A. 2017. Literature review on the use of action research in higher education. Educational Action Research. 25 (1), pp. 3-22. https://doi.org/10.1080/09650792.2015.1124046
Interactive evolutionary generative art
Hernandez Mengesha, L. and James-Reynolds, C. 2016. Interactive evolutionary generative art. AI-2016 Thirty-sixth SGAI International Conference on Artificial Intelligence. Cambridge, UK 13 - 15 Dec 2016 Springer. pp. 377-382 https://doi.org/10.1007/978-3-319-47175-4_28
EEuGene: employing electroencephalograph signals in the rating strategy of a hardware-based interactive genetic algorithm
James-Reynolds, C. and Currie, E. 2016. EEuGene: employing electroencephalograph signals in the rating strategy of a hardware-based interactive genetic algorithm. AI-2016 Thirty-sixth SGAI International Conference on Artificial Intelligence. Cambridge, UK 13 - 15 Dec 2016 Springer. pp. 343-353 https://doi.org/10.1007/978-3-319-47175-4_25
Eugene: a generic interactive genetic algorithm controller
James-Reynolds, C. and Currie, E. 2015. Eugene: a generic interactive genetic algorithm controller. AI-2015: Thirty-fifth SGAI International Conference on Artificial Intelligence. Cambridge, UK 15 - 17 Dec 2015 Springer International Publishing. pp. 361-366
Smart feedback and the challenges of virtualisation
James-Reynolds, C. and Currie, E. 2015. Smart feedback and the challenges of virtualisation. EAI Endorsed Transactions on Future Intelligent Educational Environments. 1 (2). https://doi.org/10.4108/fiee.1.2.e6
Learning for life: in pursuit of thinking
James-Reynolds, C., Wilson, J., Harvey, P. and Masters, J. 2006. Learning for life: in pursuit of thinking. 7th Annual Conference: Higher Education Academy: Information and Computer Sciences. Dublin, Ireland 29 - 31 Aug 2006
Stressed or stress-free mobile privacy: detecting mobile stress: ethical issues in voice analysis.
Duquenoy, P. and James-Reynolds, C. 2003. Stressed or stress-free mobile privacy: detecting mobile stress: ethical issues in voice analysis. 1st International Workshop Wireless Security Technologies 03. Middlesex University 2003