AIMC Topic: Adaptation, Physiological

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Adaptive Modular Neural Control for Online Gait Synchronization and Adaptation of an Assistive Lower-Limb Exoskeleton.

IEEE transactions on neural networks and learning systems Sep 3, 2024
Gait synchronization has attracted significant attention in research on assistive lower-limb exoskeletons because it can circumvent conflicting movements and improve the assistance performance. This study proposes an adaptive modular neural control (...
Adult Biomechanical Phenomena Male Neural Networks, Computer Humans Algorithms Gait Lower Extremity Exoskeleton Device Robotics Adaptation, Physiological
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Editorial: Exploring genetic characteristics and molecular mechanisms of host adaptation of viruses with artificial intelligence (AI) or (and) biological (BIO) approaches.

Frontiers in cellular and infection microbiology Aug 26, 2024
Humans Artificial Intelligence Viruses Adaptation, Physiological Host-Pathogen Interactions Virus Physiological Phenomena
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Biophysical neural adaptation mechanisms enable artificial neural networks to capture dynamic retinal computation.

Nature communications Jul 16, 2024
Adaptation is a universal aspect of neural systems that changes circuit computations to match prevailing inputs. These changes facilitate efficient encoding of sensory inputs while avoiding saturation. Conventional artificial neural networks (ANNs) h...
Neural Networks, Computer Female Animals Retina Retinal Ganglion Cells Adaptation, Physiological Photic Stimulation Rats Models, Neurological Male Deep Learning
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Machine learning: a new era for cardiovascular pregnancy physiology and cardio-obstetrics research.

American journal of physiology. Heart and circulatory physiology Jun 7, 2024
The maternal cardiovascular system undergoes functional and structural adaptations during pregnancy and postpartum to support increased metabolic demands of offspring and placental growth, labor, and delivery, as well as recovery from childbirth. Thu...
Cardiovascular System Adaptation, Physiological Cardiovascular Diseases Obstetrics Cardiovascular Physiological Phenomena Pregnancy Complications, Cardiovascular Humans Machine Learning Female Animals Pregnancy
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The independence of impairments in proprioception and visuomotor adaptation after stroke.

Journal of neuroengineering and rehabilitation May 18, 2024
BACKGROUND: Proprioceptive impairments are common after stroke and are associated with worse motor recovery and poor rehabilitation outcomes. Motor learning may also be an important factor in motor recovery, and some evidence in healthy adults sugges...
Stroke Rehabilitation Proprioception Psychomotor Performance Adaptation, Physiological Adult Male Robotics Female Stroke Middle Aged Humans Aged
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Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network.

IEEE transactions on neural networks and learning systems Jul 6, 2023
In this article, an unsupervised domain adaptation strategy has been investigated using a deep Siamese neural network in scene-level land cover classification using remotely sensed images. At the onset, the soft class label and probability scores of ...
Algorithms Adaptation, Physiological Neural Networks, Computer
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Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks.

International journal of neural systems Jun 17, 2023
Meaning Representation parsing aims to represent a sentence as a structured, Directed, Acyclic Graph (DAG), in an attempt to extract meaning from text. This paper extends an existing 2-stage pipeline AMR parser with state-of-the-art techniques in dep...
Adaptation, Physiological Software Neural Networks, Computer Language Vocabulary
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PlexusNet: A neural network architectural concept for medical image classification.

Computers in biology and medicine Jan 26, 2023
State-of-the-art (SOTA) convolutional neural network models have been widely adapted in medical imaging and applied to address different clinical problems. However, the complexity and scale of such models may not be justified in medical imaging and s...
Algorithms Neural Networks, Computer Adaptation, Physiological Diagnostic Imaging
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EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks.

Neural networks : the official journal of the International Neural Network Society Nov 4, 2022
In recent years, Deep Learning models have shown a great performance in complex optimization problems. They generally require large training datasets, which is a limitation in most practical cases. Transfer learning allows importing the first layers ...
Adaptation, Physiological Neural Networks, Computer Algorithms Neurons Machine Learning
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Multi-scopic neuro-cognitive adaptation for legged locomotion robots.

Scientific reports Sep 28, 2022
Dynamic locomotion is realized through a simultaneous integration of adaptability and optimality. This article proposes a neuro-cognitive model for a multi-legged locomotion robot that can seamlessly integrate multi-modal sensing, ecological percepti...
Adaptation, Physiological Robotics Locomotion Computer Simulation Cognition
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