AIMC Topic:
Neurons

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A Fly-Inspired Mushroom Bodies Model for Sensory-Motor Control Through Sequence and Subsequence Learning.

International journal of neural systems Apr 28, 2016
Classification and sequence learning are relevant capabilities used by living beings to extract complex information from the environment for behavioral control. The insect world is full of examples where the presentation time of specific stimuli shap...
Robotics Neurons Reward Action Potentials Decision Making Motor Activity Mushroom Bodies Drosophila melanogaster Perception Neural Networks, Computer Computer Simulation Animals Models, Neurological Learning
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Parallelizing Backpropagation Neural Network Using MapReduce and Cascading Model.

Computational intelligence and neuroscience Apr 27, 2016
Artificial Neural Network (ANN) is a widely used algorithm in pattern recognition, classification, and prediction fields. Among a number of neural networks, backpropagation neural network (BPNN) has become the most famous one due to its remarkable fu...
Neurons Models, Theoretical Models, Neurological Humans Neural Networks, Computer Algorithms Computer Simulation Machine Learning
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Correlations and Neuronal Population Information.

Annual review of neuroscience Apr 21, 2016
Brain function involves the activity of neuronal populations. Much recent effort has been devoted to measuring the activity of neuronal populations in different parts of the brain under various experimental conditions. Population activity patterns co...
Humans Neurons Statistics as Topic Animals Models, Neurological Artificial Intelligence Action Potentials Brain
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Multistability analysis of a general class of recurrent neural networks with non-monotonic activation functions and time-varying delays.

Neural networks : the official journal of the International Neural Network Society Apr 12, 2016
This paper addresses the multistability for a general class of recurrent neural networks with time-varying delays. Without assuming the linearity or monotonicity of the activation functions, several new sufficient conditions are obtained to ensure th...
Time Factors Neurons Algorithms Computer Simulation Neural Networks, Computer
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Effect of network architecture on burst and spike synchronization in a scale-free network of bursting neurons.

Neural networks : the official journal of the International Neural Network Society Apr 1, 2016
We investigate the effect of network architecture on burst and spike synchronization in a directed scale-free network (SFN) of bursting neurons, evolved via two independent α- and β-processes. The α-process corresponds to a directed version of the Ba...
Humans Neural Networks, Computer Animals Neurons Probability Nerve Net Models, Neurological Action Potentials
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An ultra-low-voltage electronic implementation of inertial neuron model with nonmonotonous Liao's activation function.

Network (Bristol, England) Mar 30, 2016
The output of every neuron in neural network is specified by the employed activation function (AF) and therefore forms the heart of neural networks. As far as the design of artificial neural networks (ANNs) is concerned, hardware approach is preferre...
Neurons Neural Networks, Computer Semiconductors Models, Neurological Electronics
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Can Lionel Messi's brain slow down time passing?

Chronobiology international Mar 24, 2016
It seems that seeing others in slow-motion by heroes does not belong only to movies. When Lionel Messi plays football, you can hardly see anything from him that other players cannot do. Then why he is not stoppable really? It seems the answer may be ...
Humans Brain Neural Networks, Computer Models, Theoretical Circadian Rhythm Neurons Reaction Time
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Mechanisms of memory storage in a model perirhinal network.

Brain structure & function Mar 12, 2016
The perirhinal cortex supports recognition and associative memory. Prior unit recording studies revealed that recognition memory involves a reduced responsiveness of perirhinal cells to familiar stimuli whereas associative memory formation is linked ...
Memory Interneurons Perirhinal Cortex Humans Action Potentials Neural Networks, Computer Neurons Neuronal Plasticity Models, Neurological Animals
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Complex patterns arise through spontaneous symmetry breaking in dense homogeneous networks of neural oscillators.

Scientific reports Feb 26, 2016
There has been much interest in understanding collective dynamics in networks of brain regions due to their role in behavior and cognitive function. Here we show that a simple, homogeneous system of densely connected oscillators, representing the agg...
Neural Networks, Computer Neurons Biological Clocks Macaca Brain Animals
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Vascular Dynamics Aid a Coupled Neurovascular Network Learn Sparse Independent Features: A Computational Model.

Frontiers in neural circuits Feb 26, 2016
Cerebral vascular dynamics are generally thought to be controlled by neural activity in a unidirectional fashion. However, both computational modeling and experimental evidence point to the feedback effects of vascular dynamics on neural activity. Va...
Neurons Nonlinear Dynamics Vasomotor System Neurovascular Coupling Computer Simulation Humans Animals Models, Neurological Neural Networks, Computer
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