AIMC Topic: Macaca fascicularis

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Sparse Ensemble Machine Learning to Improve Robustness of Long-Term Decoding in iBMIs.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Dec 27, 2019
This paper presents a novel sparse ensemble based machine learning approach to enhance robustness of intracortical Brain Machine Interfaces (iBMIs) in the face of non-stationary distribution of input neural data across time. Each classifier in the en...
Psychomotor Performance Brain-Computer Interfaces Discriminant Analysis Signal Processing, Computer-Assisted Cerebral Cortex Macaca fascicularis Algorithms Animals Male Support Vector Machine Neural Networks, Computer Machine Learning
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A versatile robotic platform for the design of natural, three-dimensional reaching and grasping tasks in monkeys.

Journal of neural engineering Dec 5, 2019
OBJECTIVE: Translational studies on motor control and neurological disorders require detailed monitoring of sensorimotor components of natural limb movements in relevant animal models. However, available experimental tools do not provide a sufficient...
Female Animals Macaca fascicularis Sensorimotor Cortex Haplorhini Hand Strength Equipment Design Movement Microelectrodes Upper Extremity Psychomotor Performance Robotics
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The Effects of Population Tuning and Trial-by-Trial Variability on Information Encoding and Behavior.

The Journal of neuroscience : the official journal of the Society for Neuroscience Nov 21, 2019
Identifying the features of population responses that are relevant to the amount of information encoded by neuronal populations is a crucial step toward understanding population coding. Statistical features, such as tuning properties, individual and ...
Temporal Lobe Motion Perception Animals Behavior, Animal Male Neural Networks, Computer Visual Perception Prefrontal Cortex Female Macaca fascicularis Models, Neurological Attention Macaca mulatta Discriminant Analysis Psychomotor Performance Neurons
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Unsupervised lineage-based characterization of primate precursors reveals high proliferative and morphological diversity in the OSVZ.

The Journal of comparative neurology Jul 7, 2015
Generation of the primate cortex is characterized by the diversity of cortical precursors and the complexity of their lineage relationships. Recent studies have reported miscellaneous precursor types based on observer classification of cell biology f...
Immunohistochemistry Hydrozoa Green Fluorescent Proteins Cluster Analysis Tissue Culture Techniques Image Processing, Computer-Assisted Stem Cell Niche Video Recording Unsupervised Machine Learning Microscopy, Confocal Cell Lineage Brain Macaca fascicularis Pattern Recognition, Automated Stem Cells Genetic Vectors Animals Markov Chains
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Deep learning-based activity recognition and fine motor identification using 2D skeletons of cynomolgus monkeys.

Zoological research Sep 18, 2023
Video-based action recognition is becoming a vital tool in clinical research and neuroscientific study for disorder detection and prediction. However, action recognition currently used in non-human primate (NHP) research relies heavily on intense man...
Phenotype Animals Macaca fascicularis Skeleton Deep Learning Mutation
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