AIMC Topic:
Learning

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A review of computational models of basic rule learning: The neural-symbolic debate and beyond.

Psychonomic bulletin & review Aug 1, 2019
We present a critical review of computational models of generalization of simple grammar-like rules, such as ABA and ABB. In particular, we focus on models attempting to account for the empirical results of Marcus et al. (Science, 283(5398), 77-80 19...
Generalization, Psychological Language Development Models, Psychological Symbolism Humans Neural Networks, Computer Computer Simulation Learning Infant
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Teaching Digital, Block-Based Coding of Robots to High School Students with Autism Spectrum Disorder and Challenging Behavior.

Journal of autism and developmental disorders Aug 1, 2019
The use of robots to teach students with autism spectrum disorder communication skills has basis in the literature; however, research investigating the effects of teaching coding or programming of robotics to promote learning in STEM to this populati...
Humans Male Students Robotics Autism Spectrum Disorder Learning Female
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Comparison of Classifiers for the Transfer Learning of Affective Auditory P300-Based BCIs.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
The auditory P300-based BCI was improved by changing stimuli. However, the current method needed time for recording training data. The time can be saved by the subject-to-subject transfer learning. However, the suitable classifier for the learning re...
Humans Learning Support Vector Machine Female Discriminant Analysis Male Electroencephalography
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Virtual Reality Environments and Haptic Strategies to Enhance Implicit Learning and Motivation in Robot-Assisted Training.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jun 1, 2019
Motivation plays a crucial role in motor learning and neurorehabilitation. Participants' motivation could decline to a point where they may stop training when facing a very difficult task. Conversely, participants may perform well and consider the tr...
Touch Male Virtual Reality Magnetic Resonance Imaging Robotics Motivation Female Adult Biomechanical Phenomena Algorithms Learning Humans
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Soft Robotic Bilateral Hand Rehabilitation System for Fine Motor Learning.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jun 1, 2019
This paper presents the development of a pneumatically actuated soft robotic based bilateral therapy system for hand rehabilitation in post-stroke patients. The goal is to use a healthy hand to guide the motion of the paretic hand using a sensorized ...
Learning Robotics Equipment Design Humans Stroke Rehabilitation Hand Paresis Exoskeleton Device
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Social behaviour as an emergent property of embodied curiosity: a robotics perspective.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Apr 29, 2019
Social interaction is an extremely complex yet vital component in daily life. We present a bottom-up approach for the emergence of social behaviours from the interaction of the curiosity drive, i.e. the intrinsic motivation to learn as much as possib...
Algorithms Learning Robotics Interpersonal Relations Exploratory Behavior Social Behavior
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Predictive learning: its key role in early cognitive development.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Apr 29, 2019
What is a fundamental ability for cognitive development? Although many researchers have been addressing this question, no shared understanding has been acquired yet. We propose that predictive learning of sensorimotor signals plays a key role in earl...
Brain Learning Infant Humans Cognition Autism Spectrum Disorder Robotics
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Learning From Peers' Eye Movements in the Absence of Expert Guidance: A Proof of Concept Using Laboratory Stock Trading, Eye Tracking, and Machine Learning.

Cognitive science Mar 1, 2019
Existing research shows that people can improve their decision skills by learning what experts paid attention to when faced with the same problem. However, in domains like financial education, effective instruction requires frequent, personalized fee...
Professional Competence Peer Group Financial Management Attention Crowdsourcing Machine Learning Humans Eye Movements Learning Feedback Decision Making
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Computing of temporal information in spiking neural networks with ReRAM synapses.

Faraday discussions Feb 18, 2019
Resistive switching random-access memory (ReRAM) is a two-terminal device based on ion migration to induce resistance switching between a high resistance state (HRS) and a low resistance state (LRS). ReRAM is considered one of the most promising tech...
Animals Synapses Humans Information Storage and Retrieval Neural Networks, Computer Computer Simulation Pattern Recognition, Automated Algorithms Learning Nerve Net
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Using neuroscience to develop artificial intelligence.

Science (New York, N.Y.) Feb 15, 2019
Artificial Intelligence Deep Learning Humans Brain Neurosciences Neural Networks, Computer Learning
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