AIMC Topic: Learning

Clear Filters Showing 61 to 70 of 1393 articles

Online ensemble model compression for nonstationary data stream learning.

Neural networks : the official journal of the International Neural Network Society Jan 22, 2025
Learning from data streams that emerge from nonstationary environments has many real-world applications and poses various challenges. A key characteristic of such a task is the varying nature of the underlying data distributions over time (concept dr...
Humans Learning Neural Networks, Computer Machine Learning Data Compression Online Systems Algorithms
View on PubMed DOI

Self-supervised learning of scale-invariant neural representations of space and time.

Journal of computational neuroscience Jan 22, 2025
Hippocampal representations of space and time seem to share a common coding scheme characterized by neurons with bell-shaped tuning curves called place and time cells. The properties of the tuning curves are consistent with Weber's law, such that, in...
Supervised Machine Learning Learning Neurons Neural Networks, Computer Animals Space Perception Hippocampus Models, Neurological Time Perception
View on PubMed DOI

Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning.

Nature communications Jan 22, 2025
Artificial neural networks (ANNs) are at the core of most Deep Learning (DL) algorithms that successfully tackle complex problems like image recognition, autonomous driving, and natural language processing. However, unlike biological brains who tackl...
Humans Neural Networks, Computer Algorithms Dendrites Learning Deep Learning
View on PubMed DOI

Development of compositionality through interactive learning of language and action of robots.

Science robotics Jan 22, 2025
Humans excel at applying learned behavior to unlearned situations. A crucial component of this generalization behavior is our ability to compose/decompose a whole into reusable parts, an attribute known as compositionality. One of the fundamental que...
Brain Computer Simulation Language Learning Robotics Memory, Short-Term Humans Neural Networks, Computer Linguistics Proprioception
View on PubMed DOI

Continual learning with Bayesian compression for shared and private latent representations.

Neural networks : the official journal of the International Neural Network Society Jan 21, 2025
This paper proposes a new continual learning method with Bayesian Compression for Shared and Private Latent Representations (BCSPLR), which learns a compact model structure while preserving the accuracy. In Shared and Private Latent Representations (...
Bayes Theorem Machine Learning Humans Data Compression Algorithms Neural Networks, Computer Learning
View on PubMed DOI

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective.

Neural networks : the official journal of the International Neural Network Society Jan 15, 2025
Artificial Neural Networks (ANNs) aim at mimicking information processing in biological networks. In cognitive neuroscience, graph modeling is a powerful framework widely used to study brain structural and functional connectivity. Yet, the extension ...
Humans Neural Networks, Computer Brain Learning Models, Neurological Nerve Net
View on PubMed DOI

Neural mechanisms of relational learning and fast knowledge reassembly in plastic neural networks.

Nature neuroscience Jan 15, 2025
Humans and animals have a striking ability to learn relationships between items in experience (such as stimuli, objects and events), enabling structured generalization and rapid assimilation of new information. A fundamental type of such relational l...
Neurons Nerve Net Knowledge Animals Neuronal Plasticity Models, Neurological Neural Networks, Computer Learning Humans
View on PubMed DOI

Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton.

Science robotics Jan 15, 2025
For trained individuals such as athletes and musicians, learning often plateaus after extensive training, known as the "ceiling effect." One bottleneck to overcome it is having no prior physical experience with the skill to be learned. Here, we chall...
Muscle, Skeletal Robotics Equipment Design Young Adult Adult Male Fingers Motor Skills Movement Hand Electromyography Range of Motion, Articular Humans Learning Female Music Exoskeleton Device Transcranial Magnetic Stimulation
View on PubMed DOI

Machine learning approach to student performance prediction of online learning.

PloS one Jan 14, 2025
Student performance is crucial for addressing learning process problems and is also an important factor in measuring learning outcomes. The ability to improve educational systems using data knowledge has driven the development of the field of educati...
Learning Students Humans Logistic Models Educational Measurement Machine Learning Education, Distance
View on PubMed DOI

Exploring the role of moxibustion robots in teaching: a cross-sectional study.

BMC medical education Jan 13, 2025
BACKGROUND: Artificial intelligence has gradually been used into various fields of medical education at present. Under the background of moxibustion robot teaching assistance, the study aims to explore the relationship and the internal mechanism betw...
Young Adult Adult Artificial Intelligence Moxibustion Humans Cross-Sectional Studies Male Learning Education, Medical Surveys and Questionnaires Teaching Female Robotics
View on PubMed DOI
Popular Topics
Recent Journals