AIMC Topic: Conditioning, Classical

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Memristor-Based Neural Network Circuit of Full-Function Pavlov Associative Memory With Time Delay and Variable Learning Rate.

IEEE transactions on cybernetics Nov 21, 2019
Most memristor-based Pavlov associative memory neural networks strictly require that only simultaneous food and ring appear to generate associative memory. In this article, the time delay is considered, in order to form associative memory when the fo...
Memory Electrical Equipment and Supplies Conditioning, Classical Machine Learning Time Factors Models, Neurological Neural Networks, Computer
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Robust Associative Learning Is Sufficient to Explain the Structural and Dynamical Properties of Local Cortical Circuits.

The Journal of neuroscience : the official journal of the Society for Neuroscience Jul 3, 2019
The ability of neural networks to associate successive states of network activity lies at the basis of many cognitive functions. Hence, we hypothesized that many ubiquitous structural and dynamical properties of local cortical networks result from as...
Models, Neurological Action Potentials Neurons Synapses Neural Networks, Computer Memory Conditioning, Classical Association Learning
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Emotional arousal amplifies competitions across goal-relevant representation: A neurocomputational framework.

Cognition Mar 8, 2019
Emotional arousal often facilitates memory for some aspects of an event while impairing memory for other aspects of the same event. Across three experiments, we found that emotional arousal amplifies competition among goal-relevant representations, s...
Goals Memory Facial Recognition Memory, Short-Term Models, Biological Attention Pattern Recognition, Visual Conditioning, Classical Female Young Adult Adult Male Emotions Norepinephrine Humans Neural Networks, Computer
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Deep(er) Learning.

The Journal of neuroscience : the official journal of the Society for Neuroscience Jul 13, 2018
Animals successfully thrive in noisy environments with finite resources. The necessity to function with resource constraints has led evolution to design animal brains (and bodies) to be optimal in their use of computational power while being adaptabl...
Neuropil Afferent Pathways Mushroom Bodies Olfactory Receptor Neurons Models, Neurological Environment Reward Reinforcement, Psychology Animals Conditioning, Classical Deep Learning Signal Detection, Psychological Conditioning, Operant Avoidance Learning Drosophila melanogaster Odorants Association Learning Olfactory Perception Synapses Nerve Net Signal-To-Noise Ratio
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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...
Conditioning, Classical Fear Thinking Behavior Learning Animals Humans Neural Networks, Computer
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Unified-theory-of-reinforcement neural networks do not simulate the blocking effect.

Behavioural processes Aug 28, 2015
For the last 20 years the unified theory of reinforcement (Donahoe et al., 1993) has been used to develop computer simulations to evaluate its plausibility as an account for behavior. The unified theory of reinforcement states that operant and respon...
Computer Simulation Data Interpretation, Statistical Reinforcement, Psychology Conditioning, Classical Neural Networks, Computer Conditioning, Operant Reinforcement Schedule
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Automated tracking and analysis of behavior in restrained insects.

Journal of neuroscience methods Nov 4, 2014
BACKGROUND: Insect behavior is often monitored by human observers and measured in the form of binary responses. This procedure is time costly and does not allow a fine graded measurement of behavioral performance in individual animals. To overcome th...
Conditioning, Classical Models, Biological Restraint, Physical Odorants Bees Video Recording Artificial Intelligence Animals Movement Software Male Arthropod Antennae Algorithms Bayes Theorem
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Behavior classification: Introducing machine learning approaches for classification of sign-tracking, goal-tracking and beyond.

PloS one Jan 1, 2025
Classifying behaviors in research often relies on predetermined or subjective cutoff values, which can introduce inconsistencies and reduce objectivity. For example, in Pavlovian conditioning studies, rodents display diverse behaviors which can be qu...
Rats Machine Learning Goals Animals Behavior, Animal Male Conditioning, Classical
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Cocaine-Induced Preference Conditioning: a Machine Vision Perspective.

Neuroinformatics Jul 1, 2019
Existing work on drug-induced synaptic changes has shown that the expression of perineuronal nets (PNNs) at the cerebellar cortex can be regulated by cocaine-related memory. However, these studies on animals have mostly relied on limited manually-dri...
Mice Neuronal Plasticity Nerve Net Machine Learning Cocaine Conditioning, Classical Animals Cocaine-Related Disorders Male
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Staged Inference using Conditional Deep Learning for energy efficient real-time smart 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, 2017
Recent progress in biosensor technology and wearable devices has created a formidable opportunity for remote healthcare monitoring systems as well as real-time diagnosis and disease prevention. The use of data mining techniques is indispensable for a...
Machine Learning Data Mining Conditioning, Classical Humans Neural Networks, Computer
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