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Moukarzel, Sara (author), Zlatar, Zvinka Z. (author), Hartman, Sheri J. (author), Lomas, J.D. (author), Feldman, Howard H. (author), Banks, Sarah J. (author)
INTRODUCTION: With Alzheimer's disease and related dementias (ADRD) representing an enormous public health challenge, there is a need to support individuals in learning about and addressing their modifiable risk factors (e.g., diet, sleep, and physical activity) to prevent or delay dementia onset. However, there is limited availability for...
journal article 2024
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Johri, Riddhi (author), Pandey, Pankaj (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
The brain is an incredibly complex organ capable of perceiving and interpreting a wide range of stimuli. Depending on individual brain chemistry and wiring, different people decipher the same stimuli differently, conditioned by their life experiences and environment. This study’s objective is to decode how the CNN models capture and learn...
conference paper 2024
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Chaudhary, Shivam (author), Prasad Miyapuram, Krishna (author), Lomas, J.D. (author)
Entrainment is a phenomenon of phase or temporal matching of one system with that of another system. Human neural activity has been shown to resonate with external auditory stimuli. When we enjoy a piece of music, there is a resonance of brain responses with auditory signals. The crux of music cognition is based on this resonance of musical...
conference paper 2023
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Ritter, Steve (author), Heffernan, Neil (author), Williams, Joseph Jay (author), Lomas, J.D. (author), Bicknell, Klinton (author), Roschelle, Jeremy (author), Motz, Ben (author), McNamara, Danielle (author), Baraniuk, Richard (author)
Learning engineering adds tools and processes to learning platforms to support improvement research. One kind of tool is A/B testing-common in large software companies and also represented academically at conferences like the Annual Conference on Digital Experimentation (CODE). A number of A/B testing systems focused on educational apps have...
conference paper 2023
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Pandey, Pankaj (author), Bedmutha, Poorva Satish (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
Music recommendation systems struggle with predicting the aesthetic responses of listeners based solely on acoustic characteristics, which are dependent on the listener's perception. This research correlates acoustic music features with brain responses to report the neural aesthetic hypothesis that the intensity of an aesthetic experience can...
conference paper 2023
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Pandey, Pankaj (author), Rodriguez-Larios, Julio (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
Electroencephalography (EEG) enables online monitoring brain activity, which can be used for neurofeedback. One of the growing applications of EEG neurofeedback is to facilitate meditation practice. Specifically, EEG neurofeedback can be used to alert participants whenever they get distracted during meditation practice based on changes in their...
conference paper 2023
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Johri, Riddhi (author), Pandey, Pankaj (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
Advances in neurotechnology have enhanced and simplified our ability to research brain activity with low-cost and effective equipment. One such scalable and noninvasive technique is Electroencephalography (EEG), which detects and records electrical brain activity. Brain activity recognition is one of the emerging problems as EEG wearables...
conference paper 2023
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van der Maden, W.L.A. (author), Lomas, J.D. (author), Hekkert, P.P.M. (author)
Introduction: Designing artificial intelligence (AI) to support health and wellbeing is an important and broad challenge for technologists, designers, and policymakers. Drawing upon theories of AI and cybernetics, this article offers a design framework for designing intelligent systems to optimize human wellbeing. We focus on the production...
journal article 2023
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Patel, Nirmal (author), Nagpal, Pooja (author), Shah, Tirth (author), Sharma, Aditya (author), Malvi, Shrey (author), Lomas, J.D. (author)
Background: Readability metrics provide us with an objective and efficient way to assess the quality of educational texts. We can use the readability measures for finding assessment items that are difficult to read for a given grade level. Hard-to-read math word problems can put some students at a disadvantage if they are behind in their...
journal article 2023
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van der Maden, W.L.A. (author), van Beek, E. (author), Nicenboim, I. (author), van der Burg, Vera (author), Kun, P. (author), Lomas, J.D. (author), Kang, Eunsu (author)
This one day workshop will explore the use of Generative Artificial Intelligence (GenAI) in design research and practice. Generative technologies are developing rapidly and many designers are using them. Yet, there remains little published work on the use of GenAI in design. Our goal is to not only showcase the potential of GenAI for design,...
conference paper 2023
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Vermaas, P.E. (author), Wimmer, M.T. (author), Lomas, J.D. (author), Almudever, Carmen G. (author), Scappucci, G. (author)
This magazine is both an introduction into quantum computing and an exploration of its impact on our world. It follows on from our 2019 magazine on the quantum internet. Since 2019, much progress has been made in quantum technologies worldwide. In 2020, for instance, the first European quantum computer came online in Delft. Although this is...
report 2022
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Ritter, Steven (author), Heffernan, Neil (author), Williams, Joseph Jay (author), Lomas, J.D. (author), Motz, Ben (author), Basu Mallick, Debshila (author), Bicknell, Klinton (author), McNamara, Danielle (author), Kizilcec, Rene F. (author)
Learning engineering adds tools and processes to learning platforms to support improvement research. One kind of tool is A/B testing, which is common in large software companies and also represented academically at conferences like the Annual Conference on Digital Experimentation (CODE). A number of A/B testing systems focused on educational...
conference paper 2022
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van der Maden, W.L.A. (author), Lomas, J.D. (author), Hekkert, P.P.M. (author)
The COVID-19 pandemic has put wellbeing on the global agenda like never<br/>before. Many businesses, organizations, and even governments have recognized<br/>wellbeing as a formal policy goal. This paper addresses the question of how to design<br/>complex systems to improve the wellbeing of their stakeholders. We present a case of<br/>helping a...
conference paper 2022
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Lomas, J.D. (author), Lin, Albert (author)
Focusing on human capacity to design, the volume's final chapter draws attention to the fascinating role imagination can play in human life. The relationship between human consciousness and the evolution of the species continues to captivate and puzzle scholars. By revisiting the dialogue between consciousness and evolution, the authors...
book chapter 2022
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Moore, Raeanne C. (author), Parrish, Emma M. (author), Van Patten, Ryan (author), Paolillo, Emily (author), Filip, Tess F. (author), Bomyea, Jessica (author), Lomas, J.D. (author), Twamley, Elizabeth W. (author), Eyler, Lisa T. (author), Depp, Colin A. (author)
Background: As smartphone technology has become nearly ubiquitous, there is a growing body of literature suggesting that ecological momentary cognitive testing (EMCT) offers advantages over traditional pen-and-paper psychological assessment. We introduce a newly developed platform for the self-administration of cognitive tests in ecologically...
journal article 2022
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Miyapuram, Krishna Prasad (author), Ahmad, Nashra (author), Pandey, Pankaj (author), Lomas, J.D. (author)
The article provides an open-source Music Listening- Genre (MUSIN-G) EEG dataset which contains 20 participants’ continuous Electroencephalography responses to 12 songs of different genres (from Indian folk music to Goth Rock to western electronic), along with their familiarity and enjoyment ratings. The participants include 16 males and 4...
journal article 2022
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Shah, Tirth (author), Patel, Nirmal (author), Lomas, J.D. (author), Sharma, Aditya (author)
Technology aided learning is becoming increasingly popular. In some of the countries, online learning has taken over for traditional classroom-based learning. With this, educational data is being generated in vast amounts. Knowing the potential of this data, many education stakeholders have turned to evidence-based decision making to improve the...
conference paper 2022
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Chaudhary, Shivam (author), Pandey, Pankaj (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
In the modern world, it is easy to get lost in thought, partly because of the vast knowledge available at our fingertips via smartphones that divide our cognitive resources and partly because of our intrinsic thoughts. In this work, we aim to find the differences in the neural signatures of mind-wandering and meditation that are common across...
conference paper 2022
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Lomas, J.D. (author), Lin, Albert (author), Dikker, Suzanne (author), Forster, D. (author), Lupetti, M.L. (author), Huisman, G. (author), Habekost, Julika (author), Beardow, C.R. (author), van der Maden, W.L.A. (author)
Resonance, a powerful and pervasive phenomenon, appears to play a major role in human interactions. This article investigates the relationship between the physical mechanism of resonance and the human experience of resonance, and considers possibilities for enhancing the experience of resonance within human–robot interactions. We first...
journal article 2022
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Pandey, Pankaj (author), Gupta, Pragati (author), Chaudhary, S. (author), Miyapuram, Krishna Prasad (author), Lomas, J.D. (author)
Next-generation intelligent health-monitoring systems have been ushered in by mobile phones with robust computation power, affordable high-resolution cameras, and embedded wearable sensors. Wearable Electroencephalography (EEG) headset to record brain signals with simultaneous eye tracking using a mobile front camera can become a powerful tool...
conference paper 2022
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