Artificial intelligence; Hardware architecture

Balisson, Dushan, Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2017) Native architecture for artificial intelligence. In: Human Brain Project - First Student Conference, 8-10 February 2017, Vienna, Austria. (Unpublished)

Big Data, Renewable Energy

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2017) Big data for renewable generation. In: 5th UNI-SET Energy Clustering Event - Universities in the Energy Transition: Science & Skills for Renewables Integration, 31st May - 2nd June 2017, KU Leuven, Belgium.

Biologically inspired computing, Digital computing, Quantum computing

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2016) Biologically Inspired Computing - The Future ? [Video]

Biologically inspired computing, Quantum computing, Digital computing, Swarm intelligence

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2017) How Biological Systems can help to produce better Computers. [Video]

CHP, Energy storage, Electrical storage, Thermal storage, Energy efficiency

Abunku, Mbayer and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2015) Modelling of a CHP system with electrical and thermal storage. In: 2015 50th International Universities Power Engineering Conference (UPEC). IEEE, pp. 1-5. ISBN 978‐1‐4673‐9682‐0 (doi:https://doi.org/10.1109/UPEC.2015.7339926)

Electrical vehicles, Carbon capture

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2017) Electrification of transport and carbon capture, bandage on a wound or best solution? In: 4th UNI-SET Energy Clustering Event - Universities in the Energy Transition: Focus on Sustainable Transport and Carbon Capture, Storage & Use, 27-28 March 2017, Imperial College, London, UK.

Energy regeneration, vehicle

Chishty, Owais and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2012) Energy regeneration from decelerating vehicle. In: World Congress on Sustainable Technologies (WCST 2012). IEEE, London, UK, pp. 12-15. ISBN 9781467344425

Energy systems, Energy consumers

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2016) What is needed to move towards a sustainable decentralised energy generation model. In: 3rd UNI-SET Energy Clustering Event - Universities in the Energy Transition: Focus on Smart Energy Systems and Communities, 21-23 November 2016, Bucharest, Romania.

Europe, Energy Systems, Energy Consumers

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2016) Energy Consumers and Energy Systems. [Video]

Fractal Formation, Swarm Robotics

Eissa, Hazem, Melis, Wim J. C. ORCID: 0000-0003-3779-8629 , Keates, Simeon ORCID: 0000-0002-2826-672X and Doncheva, Radostinka (2018) Enhancing Robotic Swarms With Fractal Behaviours to Explore Unknown Enclosed Areas. In: 3rd Medway Engineering Conference: Systems: Efficiency, Sustainability and Modelling, 20 June 2018, University of Greenwich, Pembroke Building Central Avenue, Chatham Maritime, United Kingdom.

Hierarchical Neural Network, Artificial Neural Network, Intrinsic Timing, Leaky-Integrate and Fire, RC Neuron Modelling

Balisson, Dushan and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2016) Hierarchical neural network model with intrinsic timing. In: International Conference on Applied System Innovation 2016. IEEE/Taiwanese Institute of Knowledge Innovation (TIKI), Taiwan, pp. 1-4. ISBN 978-1-4673-9889-3 (doi:https://doi.org/10.1109/ICASI.2016.7539787)

Hierarchical Temporal Memory, Detecting Change,

Elsayed, Mennatallah and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2019) Detecting Change using HTM for a Security Surveillance Application. In: Robotics and Artificial Intelligence Summit 2019, 10-12/06/2019, Osaka, Japan. (Submitted)

Holistic Design, Computing, Renewable Energy

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2017) Holistic Design - Designing Beyond the Problem. [Video]

Machine Learning, Principle Component Analysis, Data Storage Efficiency

Kinkiri, Saritha and Melis, Wim J. C. ORCID: 0000-0003-3779-8629 (2016) Reducing data storage requirements for machine learning algorithms using principle component analysis. In: International Conference on Applied System Innovation (ICASI 2016). IEEE/Taiwanese Institute of Knowledge Innovation (TIKI), Taiwan, Okinawa, Japan. ISBN 978-1-4673-9889-3 (doi:https://doi.org/10.1109/ICASI.2016.7539804)

Machine Learning; Evolutionary; Context; Speech Processing

Kinch, Martin ORCID: 0000-0002-4737-7118 , Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2018) An evolutionary machine learning algorithm to enhance language processing. In: 1st HBP Student Conference - Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science. Frontiers, pp. 113-115. ISBN 978-2889454211 (doi:https://doi.org/10.3389/978-2-88945-421-1)

Machine Learning; Pattern Recognition; SP Theory

Kinkiri, Saritha, Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2018) Creating patterns for machine learning using multiple alignment. In: Book of abstracts: 1st HBP Student Conference, Vienna, 8-10 February 2017. Frontiers, pp. 116-118. ISBN 978-2889454211 (doi:https://doi.org/10.3389/978-2-88945-421-1)

Machine learning, Artificial Intelligence, Transfer learning, Contextual information processing

Kinch, Martin W. ORCID: 0000-0002-4737-7118 , Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2017) Reviewing the current state of machine learning for artificial intelligence with regards to the use of contextual information. In: The Second Medway Engineering Conference on Systems: Efficiency, Sustainability and Modelling, Tuesday, 6th June 2017, University of Greenwich, Chatham Maritime ME4 4TB.

Machine learning, Communication, Voice recognition, Speech recognition, Security, Biometric authentication

Kinkiri, Saritha, Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2017) Machine learning for voice recognition. In: The Second Medway Engineering Conference on Systems: Efficiency, Sustainability and Modelling, Tuesday, 6th June 2017, University of Greenwich, Chatham Maritime ME4 4TB.

Memristive memory, Analogue memory, Associative memory, Memristors circuits, Memristive memory cell, Reliable memory, Multi-value memory, Non Volatile Memory

Taha, Mohammad Mahmoud A. and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2015) Analogue auto-associative memory using a multi-valued memristive memory cell. In: Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH´15). IEEE, Boston, MA (US), pp. 94-99. ISBN 978-1-4673-7848-2 (doi:https://doi.org/10.1109/NANOARCH.2015.7180593)

Solar Thermal, Pump efficiency, Pump speed control

Hrisca, Liviu and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2018) Pump speed optimisation for solar thermal system. Solar Energy, 172 (2). pp. 212-218. ISSN 0038-092X (Print), 1471-1257 (Online) (doi:https://doi.org/10.1016/j.solener.2018.03.021)

Solar thermal, Heat exchangers, Pump speed optimisation, Efficiency improvements

Hrisca, Liviu and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2017) Pump speed optimisation for solar thermal system. In: 1st International Conference on Solar Energy Materials (AEM), 11-13 September 2017, University of Surrey, Guildford, England. (Unpublished)

beyond digital

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2016) Beyond Digital. In: ARM Research Summit - Computing for the Next Decade, 15-16 September 2016, Churchill College, Cambridge, UK. (Submitted)

colour channels, traffic sign recognition, hierarchical temporal memory

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Kameyama, Michitaka (2010) A study of the different uses of colour channels for traffic sign recognition on hierarchical temporal memory. In: Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on. Institute of Electrical and Electronics Engineers, Piscataway, NJ, USA, pp. 111-114. ISBN 978-1424455430 (doi:https://doi.org/10.1109/ICICIC.2009.55)

computer architecture, computing, probability-based computing

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2015) Computing: The current and its probability based future. Where current computers struggle and how probability based computing can overcome this. LAP Lambert Academic Publishing, Saarbrücken, Germany. ISBN 9783659673566

electric vehicles, fully regenerative breaking, energy efficiency

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2014) The future of electrical vehicles. In: Bizon, Nicu, Dascalescu, Lucian and Mahdavi Tabatabaei, Naser, (eds.) Autonomous Vehicles: Intelligent Transport Systems and Smart Technologies. Nova Science Publishers, Hauppauge, NY, USA, pp. 509-530. ISBN 9781633213241

energy efficiency, photo-voltaic panels, hydraulic ram pump, Tesla pump, solar PV

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 , Mallick, Sajib K. and Relf, Philip (2014) Increasing solar panel efficiency in a sustainable manner. In: 2014 IEEE International Energy Conference (ENERGYCON). Institute of Electrical and Electronics Engineers, Inc., Piscataway, NJ, USA, pp. 912-915. ISBN 9781479924493 (doi:https://doi.org/10.1109/ENERGYCON.2014.6850534)

energy, micro turbines, low voltage

Bui, Duong Minh and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2012) Energy gathering by micro turbines for low voltage appliances. In: World Congress on Sustainable Technologies (WCST-2012). IEEE, London, UK, pp. 21-26. ISBN 9781467344425

hierarchical temporal memory, VLSI, computer architecture

Melis, W.J.C. ORCID: 0000-0003-3779-8629 , Chizuwa, S. and Kameyama, M. (2009) Evaluation of the hierarchical temporal memory soft computing platform and its VLSI architecture. In: Multiple-Valued Logic, 2009. ISMVL '09. 39th International Symposium on. Institute of Electrical and Electronics Engineers, Piscataway, NJ, USA, pp. 233-238. ISBN 978-1-4244-3841-9 ISSN 0195-623X (doi:https://doi.org/10.1109/ISMVL.2009.11)

hierarchical temporal memory, real world application, cellular phone intention estimation

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 , Chizuwa, Shuhei and Kameyama, Michitaka (2010) Evaluation of hierarchical temporal memory for a real world application. In: Fourth International Conference on Innovative Computing, Information and Control (ICICIC), 2009. Institute of Electrical and Electronics Engineers, Piscataway, NJ, USA, pp. 144-147. ISBN 978-1424455430 (doi:https://doi.org/10.1109/ICICIC.2009.195)

knowledge exchange; property retrofit; energy efficiency

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2024) Turning ad hoc university-local government cooperation into a sustainable long-term relationship. EUA - Expert Voices.

machine learning, contextual information, speech recognition, natural language processing, context- aware computing, artificial intelligence

Kinch, Martin W. ORCID: 0000-0002-4737-7118 , Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Keates, Simeon ORCID: 0000-0002-2826-672X (2019) The benefits of contextual information for speech recognition systems. In: 2018 10th Computer Science and Electronic Engineering (CEEC). IEEE, pp. 225-230. ISBN 978-1538672761 (doi:https://doi.org/10.1109/CEEC.2018.8674204)

regenerative braking, acceleration, electrical vehicles

Melis, Wim J.C. ORCID: 0000-0003-3779-8629 and Chishty, Owais (2013) Fully regenerative braking and improved acceleration for electrical vehicles. International Journal of Sustainable Energy Development (IJSED), 2 (1). pp. 75-80. ISSN 2046-3707 (doi:https://doi.org/10.20533/ijsed.2046.3707.2013.0011)

wind turbines, design, simulation and construction, built up areas

Bui, Duong Minh and Melis, Wim J.C. ORCID: 0000-0003-3779-8629 (2013) Micro wind turbines for energy gathering in build up areas. International Journal of Sustainable Energy Development (IJSED), 2 (2). pp. 105-114. ISSN 2046-3707 (Online) (doi:https://doi.org/10.20533/ijsed.2046.3707.2013.0016)