Challenging Cognitive Load Theory: The Role of Educational Neuroscience and Artificial Intelligence in Redefining Learning Efficacy

Brain Sciences, Journal Year: 2025, Volume and Issue: 15(2), P. 203 - 203

Published: Feb. 15, 2025

Background/Objectives: This systematic review integrates Cognitive Load Theory (CLT), Educational Neuroscience (EdNeuro), Artificial Intelligence (AI), and Machine Learning (ML) to examine their combined impact on optimizing learning environments. It explores how AI-driven adaptive systems, informed by neurophysiological insights, enhance personalized education for K-12 students adult learners. study emphasizes the role of Electroencephalography (EEG), Functional Near-Infrared Spectroscopy (fNIRS), other tools in assessing cognitive states guiding AI-powered interventions refine instructional strategies dynamically. Methods: reviews n = 103 papers related integration principles CLT with AI ML educational settings. evaluates progress made neuroadaptive technologies, especially real-time management load, feedback multimodal applications AI. Besides that, this research examines key hurdles such as data privacy, ethical concerns, algorithmic bias, scalability issues while pinpointing best practices robust effective implementation. Results: The results show that significantly improve Efficacy due managing load automatically, providing instruction, adapting pathways dynamically based data. Deep models Convolutional Neural Networks (CNNs), Recurrent (RNNs), Support Vector Machines (SVMs) classification accuracy, making systems more efficient scalable. Multimodal approaches system robustness mitigating signal variability noise-related limitations combining EEG fMRI, Electrocardiography (ECG), Galvanic Skin Response (GSR). Despite these advances, practical implementation challenges remain, including considerations, security risks, accessibility disparities across learner demographics. Conclusions: are epitomes redefinition potentials solid frameworks, inclusive design, scalable methodologies must inform. Future studies will be necessary refining pre-processing techniques, expanding variety datasets, advancing developing high-accuracy, affordable, ethically responsible systems. future AI-enhanced should inclusive, equitable, various populations would surmount technological dilemmas.

Language: Английский

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Dendritic Spines: Synaptogenesis and Synaptic Pruning for the Developmental Organization of Brain Circuits

Advances in neurobiology, Journal Year: 2023, Volume and Issue: unknown, P. 143 - 221

Published: Jan. 1, 2023

Language: Английский

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Neuroscience in Education: A Bridge Too Far or One That Has Yet to Be Built: Introduction to the “Brain Goes to School”

Brain Sciences, Journal Year: 2022, Volume and Issue: 13(1), P. 40 - 40

Published: Dec. 24, 2022

There have been numerous detractors and supporters relating to attempts merge the neurosciences knowledge base of related contributing disciplines with field education. Some argued that this is a “bridge too far”. The predominant view relationship between neuroscience classroom has neither significantly examined, nor applied. What needed specially trained class professionals whose role it would be guide introduction cognitive into educational practice in sensible ethical manner. Neuroeducators play pivotal assessing quality evidence purporting relevant education, who best placed employ newly developed knowledge, as well what safeguards, addition investigating how deal unexpected consequences implemented research findings. This special issue “The Brain Goes School” aims provide support for development training programs truly integrate curriculum design instruction developmental neurosciences.

Language: Английский

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Resonating with the World: Thinking Critically about Brain Criticality in Consciousness and Cognition

Information, Journal Year: 2024, Volume and Issue: 15(5), P. 284 - 284

Published: May 17, 2024

Aim: Biofields combine many physiological levels, both spatially and temporally. These biofields reflect naturally resonant forms of synaptic energy reflected in growing spreading waves brain activity. This study aims to theoretically understand better how continuum may be reflective consciousness, cognition, memory, thought. Background: The metabolic processes that maintain animal cellular functions are enhanced by coherence. Internal biological-system coordination sensitivity particular stimuli signal frequencies two aspects coherent physiology. There exists significant support for the notion exogenous biologically non-biologically generated entrains human systems. All living things have either comparable or coherent; therefore, eventually, all species will a shared resonance. An organism’s biofield activity resonance what its life allow it react stimuli. Methods: As grow spread activity, temporal spatial frequency effectively regulated time delay (T) inter-layer signals layered structure mimics mammalian cortex. From ubiquitous noise, different types can arise as function T. One is coherent, T rises, so does frequency. Results: Continued growth eventually causes wavelength abruptly increase. Two expand simultaneously randomly interfere an area values result. Conclusion: We suggest because this extraordinary dualism, which has roots phase relationships amplified waves, essential memory retrieval, whereas random represent original cognition.

Language: Английский

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Neuroleadership: A Concept Analysis and Implications for Nursing

Journal of Neuroscience Nursing, Journal Year: 2024, Volume and Issue: 56(5), P. 186 - 191

Published: Aug. 22, 2024

ABSTRACT BACKGROUND: Neuroleadership in nursing is a specialized leadership approach that integrates insights from social neuroscience with practices, aiming to proficiently lead healthcare teams enhance patient care, staff productivity, and organizational outcomes. Yet, the exploration of neuroleadership remains limited. AIM: The aim this study was provide an analysis concept its implications context. METHODS: Walker Avant's 8-step methodology used for analysis, including identifying concept, clarifying purpose exploring uses defining attributes, model contrary cases, antecedents consequences, empirical referents. A comprehensive search included PubMed, CINAHL, ERIC, between 2000 2023. RESULTS: This significantly contributes literature by providing overview as distinct form leadership. It covers key aspects such definition, uses, antecedents, evidence, highlights importance education, practical experience, attributes domain. findings could serve determinants establishing framework developing structured questionnaire measure among nurses nurse leaders, thereby addressing existing reference gaps. CONCLUSION: Nurse leaders adopting can gain into how cognitive processes shape nurses' behaviors motivation, which directly impact outcomes care quality. Further research needed assess validate factors case clinical practice.

Language: Английский

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The Synergy Zone: Connecting the Mind, Brain, and Heart for the Ideal Classroom Learning Environment

Brain Sciences, Journal Year: 2023, Volume and Issue: 13(9), P. 1314 - 1314

Published: Sept. 13, 2023

This paper proposes a new perspective on implementing neuroeducation in the classroom. The pandemic exacerbated mental health issues of faculty and students, creating crisis that impairs learning. It is important to get our students back "the zone", both cognitively emotionally, by an ideal learning environment for capturing keeping them-the Synergy Zone. Research examines classroom often focuses foreground-instructors' organizational instructional aspects content. However, emotional climate affects student well-being. would ideally exhibit brain states engagement, attention, connection, enjoyment addressing mind, brain, heart. be achieved combining proposed practices derived from three areas research: flow theory, synchronization, positive emotion with heart engagement. Each these enhances desired way whole greater than sum individual parts. I call this A limitation model implementation some may challenging, professional development resources might needed. essay presenting provides relevant scientific research educational implications implementation.

Language: Английский

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Interplay of Investor Cognition, Financial Literacy, and Neuroplasticity in Investment Decision Making: A Study of Nepalese Investors

Journal of Business and Social Sciences Research, Journal Year: 2023, Volume and Issue: 8(2), P. 51 - 76

Published: Dec. 31, 2023

The study examines how investor cognition and financial literacy impact neuroplasticity among Nepalese investors in stock market by assessing the mediating effect of risk absorption capacity relation to cognition, investors. cross-sectional data was purposefully collected from 389 respondents ranging under 25 years older residing Kathmandu valley had previously invested incurred losses. Primary analysed quantitatively using SMARTPLS. findings indicated significant impacts constructs - investors’ literacy, absorption, on neuroplasticity. Additionally, structural model affirms that acts as a mediator relationship between By filling empirical gaps utilising social cognitive theory, this advances our knowledge capacity, decisions, especially developing countries like Nepal. Thus, stresses eminent role processes decision-making, with potential assist policy formulation for equity-related product marketers aid tackling psychological trauma reluctance prospective markets due past

Language: Английский

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Role of Institutional Factors in Shaping Student Performance at Secondary School Level

Bulletin of Business and Economics (BBE), Journal Year: 2024, Volume and Issue: 13(3), P. 150 - 155

Published: Aug. 28, 2024

Education is vital to meeting the demands and expectations of society today preparing next generation do same. It plays a significant role in developing responsible citizens by providing them with necessary human capital. The current study has two objectives: determine institutional influence on students' performance at secondary school level analyze impact physical facilities performance. researchers used descriptive survey research execute objectives study. All teachers district Sialkot constituted population sample was one hundred eighty data were collected through questionnaire as tool. After collecting data, statistical techniques percentage, mean score standard deviation used. found that nearly 90% respondents believe good classroom environment helps students learn also important achievement. More than 6% disagreed or did not need be sure. concluded most characteristics substantially affected grades. Most (99%) said setting affects kids' ability learn, approximately 84% safe secure climate improves

Language: Английский

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Resonating with the World: Thinking Critically about Brain Criticality

Published: Nov. 21, 2023

Abstract: Aim: Biofields combine many physiological levels both spatially and temporally. These biofields reflect naturally resonant forms of synaptic energy reflected in growing spreading waves brain activity. The study desires to theoretically understand better how continuum may be reflective consciousness, memory, thought. Background: metabolic processes that maintain animal cellular function are enhanced by coherence. Internal biological system coordination sensitivity particular stimuli signal frequencies two aspects coherent physiology. There exists significant support for the notion exogenous biologically non-biologically generated entrains human systems. All living things have either comparable or coherent, therefore eventually all species will a shared resonance. An organism's biofield activity resonance what its life allow it react stimuli. Methods: As activity, temporal spatial frequency effectively regulated time delay (T) inter-layer signals layered structure mimics mammalian cortex. From ubiquitous noise, different types can arise as T. One is T rises, so does frequency. Results: Continued growth causes wavelength abruptly increase. Two expand simultaneously randomly interfere an area values result. Conclusion: We suggest because this extraordinary dualism, which has roots phase relationships amplified waves, essential memory retrieval whereas random represent original cognition.

Language: Английский

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Journal of Multiscale Neuroscience, Journal Year: 2023, Volume and Issue: 2(2)

Published: June 27, 2023

Biofields integrate several physiological levels temporally and spatially.Physiological coherence complements metabolic processes, which preserve animal cellular function.Coherent physiology involves internal biological system coordination sensitivity to specific stimuli signal frequencies.Current research shows that exogenous biologically non-biologically generated energy entrains human systems.Electrical magnetic field measurements during activity may occur from processes or unknown actions.All living things resonate at similar coherent frequencies; therefore, species will eventually share resonance.Resonance is a term closely related awareness, interregional connections disconnection in the brain, integratory function of brain.It can describe synchrony, vibration, harmony more broadly.The synchronized electrical cycles brain have resonance patterns.Resonance's significance fostering integrated activity, awakeness death are reviewed.

Language: Английский

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