AIMC Topic: Models, Neurological

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Optogenetics in Silicon: A Neural Processor for Predicting Optically Active Neural Networks.

IEEE transactions on biomedical circuits and systems Aug 17, 2016
We present a reconfigurable neural processor for real-time simulation and prediction of opto-neural behaviour. We combined a detailed Hodgkin-Huxley CA3 neuron integrated with a four-state Channelrhodopsin-2 (ChR2) model into reconfigurable silicon h...
Models, Neurological Silicon Ion Channels Neural Networks, Computer Optogenetics
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Large-scale neuromorphic computing systems.

Journal of neural engineering Aug 16, 2016
Neuromorphic computing covers a diverse range of approaches to information processing all of which demonstrate some degree of neurobiological inspiration that differentiates them from mainstream conventional computing systems. The philosophy behind n...
Computational Biology Models, Neurological Software Brain Computer Simulation Humans Neural Networks, Computer
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Neural correlates of motor recovery after robot-assisted stroke rehabilitation: a case series study.

Neurocase Aug 2, 2016
Robot-assisted bilateral arm therapy (RBAT) has shown promising results in stroke rehabilitation; however, connectivity mapping of the sensorimotor networks after RBAT remains unclear. We used fMRI before and after RBAT and a dose-matched control int...
Brain Mapping Recovery of Function Robotics Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Adult Neural Pathways Models, Neurological Male Functional Laterality Middle Aged Movement Stroke Rehabilitation Hand Stroke Psychomotor Performance
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Introduction.

International journal of neural systems Jul 31, 2016
Humans Congresses as Topic Neural Networks, Computer Neural Prostheses Retina Computer Simulation Models, Neurological Alzheimer Disease Electroencephalography Spain Signal Processing, Computer-Assisted
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Development of neuro-fuzzy model to explore gene-nutrient interactions modulating warfarin dose requirement.

Pharmacogenomics Jul 27, 2016
AIM: To investigate the influence of alterations in vitamin K (K1, K2 and K3) in modulating warfarin dose requirement.
Vitamin K Polymorphism, Genetic Fuzzy Logic Models, Neurological Anticoagulants Warfarin Asian People Genetic Variation Adolescent Child Genotype Adult Male Middle Aged Humans Female Aged Young Adult
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Detecting epileptic seizures with electroencephalogram via a context-learning model.

BMC medical informatics and decision making Jul 21, 2016
BACKGROUND: Epileptic seizure is a serious health problem in the world and there is a huge population suffering from it every year. If an algorithm could automatically detect seizures and deliver the patient therapy or notify the hospital, that would...
Machine Learning Models, Neurological Electroencephalography Humans Epilepsy Signal Processing, Computer-Assisted
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Audiovisual integration in hemianopia: A neurocomputational account based on cortico-collicular interaction.

Neuropsychologia Jul 15, 2016
Hemianopic patients retain some abilities to integrate audiovisual stimuli in the blind hemifield, showing both modulation of visual perception by auditory stimuli and modulation of auditory perception by visual stimuli. Indeed, conscious detection o...
Auditory Perception Hemianopsia Superior Colliculi Cerebral Cortex Neural Pathways Visual Perception Models, Neurological Neurons Synapses Humans Neural Networks, Computer Computer Simulation
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Linear readout of object manifolds.

Physical review. E Jun 30, 2016
Objects are represented in sensory systems by continuous manifolds due to sensitivity of neuronal responses to changes in physical features such as location, orientation, and intensity. What makes certain sensory representations better suited for inv...
Neural Networks, Computer Models, Neurological
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Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation.

Computational intelligence and neuroscience Jun 29, 2016
A bioinspired locomotion system for a quadruped robot is presented. Locomotion is achieved by a spiking neural network (SNN) that acts as a Central Pattern Generator (CPG) producing different locomotion patterns represented by their raster plots. To ...
Action Potentials Robotics Computer Simulation Locomotion Neurons Neuronal Plasticity Humans Neural Networks, Computer Models, Neurological Artificial Intelligence
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Methodology of Recurrent Laguerre-Volterra Network for Modeling Nonlinear Dynamic Systems.

IEEE transactions on neural networks and learning systems Jun 24, 2016
In this paper, we have introduced a general modeling approach for dynamic nonlinear systems that utilizes a variant of the simulated annealing algorithm for training the Laguerre-Volterra network (LVN) to overcome the local minima and convergence pro...
Computer Simulation Animals Humans Models, Neurological Action Potentials Neural Networks, Computer Neurons Algorithms Nonlinear Dynamics
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