AIMC Topic:
Learning

Clear Filters Showing 1241 to 1250 of 1372 articles

Provenance of life: Chemical autonomous agents surviving through associative learning.

Physical review. E Sep 1, 2022
We present a benchmark study of autonomous, chemical agents exhibiting associative learning of an environmental feature. Associative learning systems have been widely studied in cognitive science and artificial intelligence but are most commonly impl...
Neural Networks, Computer Artificial Intelligence Learning Animals DNA
View on PubMed DOI

How regulatory sequences learn cell representations.

Nature methods Sep 1, 2022
Neural Networks, Computer Learning
View on PubMed DOI

CED-Net: A more effective DenseNet model with channel enhancement.

Mathematical biosciences and engineering : MBE Aug 22, 2022
In recent years, deep convolutional neural network (CNN) has been applied more and more increasingly used in computer vision, natural language processing and other fields. At the same time, low-power platforms have more and more significant requireme...
Neural Networks, Computer Learning
View on PubMed DOI

A survey of adaptive optimal control theory.

Mathematical biosciences and engineering : MBE Aug 18, 2022
This paper makes a survey about the recent development of optimal control based on adaptive dynamic programming (ADP). First of all, based on DP algorithm and reinforcement learning (RL) algorithm, the origin and development of the optimization idea ...
Neural Networks, Computer Algorithms Computer Simulation Learning Nonlinear Dynamics
View on PubMed DOI

Braitenberg Vehicles as Developmental Neurosimulation.

Artificial life Aug 4, 2022
Connecting brain and behavior is a longstanding issue in the areas of behavioral science, artificial intelligence, and neurobiology. As is standard among models of artificial and biological neural networks, an analogue of the fully mature brain is pr...
Artificial Intelligence Software Algorithms Learning Cognition
View on PubMed DOI

Learning Dynamic Patient-Robot Task Assignment and Scheduling for A Robotic Rehabilitation Gym.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jul 1, 2022
A robotic rehabilitation gym is a setup that allows multiple patients to exercise together using multiple robots. The effectiveness of training in such a group setting could be increased by dynamically assigning patients to specific robots. In this s...
Humans Learning Robotics Exercise Therapy Fitness Centers
View on PubMed DOI

Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Nowadays, high amounts of data can be acquired in various applications, spurring the need for interpretable data representations that provide actionable insights. Algorithms that yield such representations ideally require as little a priori knowledge...
Humans Neural Networks, Computer Algorithms Learning Sleep Sleep Wake Disorders
View on PubMed DOI

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Multimodal brain networks characterize complex connectivities among different brain regions from both structural and functional aspects and provide a new means for mental disease analysis. Recently, Graph Neural Networks (GNNs) have become a de facto...
Humans Neural Networks, Computer Mental Disorders Brain Learning
View on PubMed DOI

Hierarchical Reinforcement Learning, Sequential Behavior, and the Dorsal Frontostriatal System.

Journal of cognitive neuroscience Jul 1, 2022
To effectively behave within ever-changing environments, biological agents must learn and act at varying hierarchical levels such that a complex task may be broken down into more tractable subtasks. Hierarchical reinforcement learning (HRL) is a comp...
Humans Brain Learning Deep Learning Reinforcement, Psychology
View on PubMed DOI

Morphological Development at the Evolutionary Timescale: Robotic Developmental Evolution.

Artificial life Jun 9, 2022
Evolution and development operate at different timescales; generations for the one, a lifetime for the other. These two processes, the basis of much of life on earth, interact in many non-trivial ways, but their temporal hierarchy-evolution overarchi...
Algorithms Learning Phylogeny Robotics Gait
View on PubMed DOI
Popular Topics
Recent Journals