AIMC Topic:
Neurons

Clear Filters Showing 1061 to 1070 of 1328 articles

Rich spectrum of neural field dynamics in the presence of short-term synaptic depression.

Physical review. E, Statistical, nonlinear, and soft matter physics Sep 14, 2015
In continuous attractor neural networks (CANNs), spatially continuous information such as orientation, head direction, and spatial location is represented by Gaussian-like tuning curves that can be displaced continuously in the space of the preferred...
Action Potentials Neurons Nonlinear Dynamics Neuronal Plasticity Neural Networks, Computer Models, Neurological
View on PubMed DOI

Asymptotic Stability of a Class of Neutral Delay Neuron System in a Critical Case.

IEEE transactions on neural networks and learning systems Aug 28, 2015
In this brief, the asymptotic stability properties of a neutral delay neuron system are studied mainly in a critical case when the exponential stability is not possible. If a critical value of the coefficient in the neutral delay neuron system is con...
Computer Simulation Time Factors Algorithms Neurons Nonlinear Dynamics Models, Neurological Humans Neural Networks, Computer
View on PubMed DOI

Investigation on Amari's dynamical neural field with global constant inhibition.

Neural networks : the official journal of the International Neural Network Society Aug 28, 2015
In this paper, the properties of Amari's dynamical neural field with global constant inhibition induced by its kernel are investigated. Amari's dynamical neural field illustrates many neurophysiological phenomena successfully and has been applied to ...
Neural Networks, Computer Algorithms Neurons Cluster Analysis
View on PubMed DOI

Understanding Emergent Dynamics: Using a Collective Activity Coordinate of a Neural Network to Recognize Time-Varying Patterns.

Neural computation Aug 27, 2015
In higher animals, complex and robust behaviors are produced by the microscopic details of large structured ensembles of neurons. I describe how the emergent computational dynamics of a biologically based neural network generates a robust natural sol...
Algorithms Animals Time Factors Neural Networks, Computer Comprehension Nerve Net Neurons Pattern Recognition, Automated
View on PubMed DOI

Dynamic Behavior of Artificial Hodgkin-Huxley Neuron Model Subject to Additive Noise.

IEEE transactions on cybernetics Aug 19, 2015
Motivated by neuroscience discoveries during the last few years, many studies consider pulse-coupled neural networks with spike-timing as an essential component in information processing by the brain. There also exists some technical challenges while...
Humans Nerve Net Stochastic Processes Models, Neurological Neural Networks, Computer Action Potentials Brain Neurons
View on PubMed DOI

Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis.

Neural networks : the official journal of the International Neural Network Society Aug 10, 2015
The basal ganglia (BG) comprise multiple subcortical nuclei, which are responsible for cognition and other functions. Developing a brain-machine interface (BMI) demands a suitable solution for the real-time implementation of a portable BG. In this st...
Basal Ganglia Parkinson Disease Models, Statistical Neurons Algorithms Computers Brain-Computer Interfaces Humans Robotics Computer Systems Neural Networks, Computer
View on PubMed DOI

Global neural dynamic surface tracking control of strict-feedback systems with application to hypersonic flight vehicle.

IEEE transactions on neural networks and learning systems Aug 7, 2015
This paper studies both indirect and direct global neural control of strict-feedback systems in the presence of unknown dynamics, using the dynamic surface control (DSC) technique in a novel manner. A new switching mechanism is designed to combine an...
Neurons Nonlinear Dynamics Stochastic Processes Support Vector Machine Models, Neurological Humans Neural Networks, Computer Feedback
View on PubMed DOI

Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex Quantum Neuron (CQN): Applications to time series prediction.

Neural networks : the official journal of the International Neural Network Society Jul 31, 2015
Quantum Neural Networks (QNN) models have attracted great attention since it innovates a new neural computing manner based on quantum entanglement. However, the existing QNN models are mainly based on the real quantum operations, and the potential of...
Prognosis Algorithms Neural Networks, Computer Rotation Forecasting Machine Learning Quantum Theory Neurons Computers, Hybrid Computer Simulation
View on PubMed DOI

GABA diffusion across neuronal columns for efficient sensory tuning.

Biological cybernetics Jul 28, 2015
Synaptic (phasic) lateral inhibition between neuronal columns mediated by GABAergic interneurons is, in general, essential for primary sensory cortices to respond selectively to elemental features. We propose here a neural network model with a nonsyn...
Computer Simulation Animals Models, Neurological Humans Neural Networks, Computer Nonlinear Dynamics gamma-Aminobutyric Acid Nerve Net Action Potentials Neurons Synaptic Transmission Neural Inhibition
View on PubMed DOI

Employing TDMA Protocol in Neural Nanonetworks in Case of Neuron Specific Faults.

IEEE transactions on nanobioscience Jul 1, 2015
Many neurodegenerative diseases arise from the malfunctioning neurons in the pathway where the signal is carried. In this paper, we propose neuron specific TDMA/multiplexing and demultiplexing mechanisms to convey the spikes of a receptor neuron over...
Action Potentials Neurons Nanotechnology Electronics Humans Neural Networks, Computer Models, Neurological
View on PubMed DOI
Popular Topics
Recent Journals