AIMC Topic: Behavior
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Teaching to See Behaviors-Using Machine Learning?
Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry
Aug 15, 2017
Driver behavior profiling: An investigation with different smartphone sensors and machine learning.
PloS one
Apr 10, 2017
Driver behavior impacts traffic safety, fuel/energy consumption and gas emissions. Driver behavior profiling tries to understand and positively impact driver behavior. Usually driver behavior profiling tasks involve automated collection of driving da...
Predicting human behavior: The next frontiers.
Science (New York, N.Y.)
Feb 2, 2017
Machine learning has provided researchers with new tools for understanding human behavior. In this article, we briefly describe some successes in predicting behaviors and describe the challenges over the next few years.
Measuring Emotion in Parliamentary Debates with Automated Textual Analysis.
PloS one
Dec 22, 2016
An impressive breadth of interdisciplinary research suggests that emotions have an influence on human behavior. Nonetheless, we still know very little about the emotional states of those actors whose daily decisions have a lasting impact on our socie...
Atypical Asymmetry for Processing Human and Robot Faces in Autism Revealed by fNIRS.
PloS one
Jul 7, 2016
Deficits in the visual processing of faces in autism spectrum disorder (ASD) individuals may be due to atypical brain organization and function. Studies assessing asymmetric brain function in ASD individuals have suggested that facial processing, whi...
Memory recall and spike-frequency adaptation.
Physical review. E
May 13, 2016
The brain can reproduce memories from partial data; this ability is critical for memory recall. The process of memory recall has been studied using autoassociative networks such as the Hopfield model. This kind of model reliably converges to stored p...
The Study of Intelligent Vehicle Navigation Path Based on Behavior Coordination of Particle Swarm.
Computational intelligence and neuroscience
Jan 12, 2016
In the behavior dynamics model, behavior competition leads to the shock problem of the intelligent vehicle navigation path, because of the simultaneous occurrence of the time-variant target behavior and obstacle avoidance behavior. Considering the sa...
Behavioral plasticity through the modulation of switch neurons.
Neural networks : the official journal of the International Neural Network Society
Nov 12, 2015
A central question in artificial intelligence is how to design agents capable of switching between different behaviors in response to environmental changes. Taking inspiration from neuroscience, we address this problem by utilizing artificial neural ...
Perceptual discrimination in fear generalization: Mechanistic and clinical implications.
Neuroscience and biobehavioral reviews
Nov 10, 2015
For almost a century, Pavlovian conditioning is the imperative experimental paradigm to investigate the development and generalization of fear. However, despite the rich research tradition, the conceptualization of fear generalization has remained so...
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