AIMC Topic: Sensory Receptor Cells

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Contrast coding in the electrosensory system: parallels with visual computation.

Nature reviews. Neuroscience Nov 12, 2015
To identify and interact with moving objects, including other members of the same species, an animal's nervous system must correctly interpret patterns of contrast in the physical signals (such as light or sound) that it receives from the environment...
Neural Networks, Computer Animals Behavior, Animal Perception Sensory Receptor Cells Afferent Pathways Electric Organ
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Perception Evolution Network Based on Cognition Deepening Model--Adapting to the Emergence of New Sensory Receptor.

IEEE transactions on neural networks and learning systems Apr 28, 2015
The proposed perception evolution network (PEN) is a biologically inspired neural network model for unsupervised learning and online incremental learning. It is able to automatically learn suitable prototypes from learning data in an incremental way,...
Humans Neural Networks, Computer Learning Animals Cognition Models, Theoretical Perception Sensory Receptor Cells Adaptation, Biological
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Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network.

Journal of computational neuroscience Feb 3, 2015
Understanding the patterns of interconnections between neurons in complex networks is an enormous challenge using traditional physiological approaches. Here we combine the use of an information theoretic approach with intracellular recording to estab...
Neural Networks, Computer Animals Models, Neurological Action Potentials Insecta Hindlimb Movement Interneurons Sensory Receptor Cells
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How multisensory neurons solve causal inference.

Proceedings of the National Academy of Sciences of the United States of America Aug 10, 2021
Sitting in a static railway carriage can produce illusory self-motion if the train on an adjoining track moves off. While our visual system registers motion, vestibular signals indicate that we are stationary. The brain is faced with a difficult chal...
Neural Networks, Computer Animals Cues Photic Stimulation Macaca mulatta Temporal Lobe Motion Perception Sensory Receptor Cells
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[The Elucidation of Informational Basis of Functional Differentiations in Terms of a Theory of Constrained Self-Organization].

Brain and nerve = Shinkei kenkyu no shinpo Nov 1, 2020
Focusing on the developmental process of the brain, we propose a neural network model of functional differentiation including functional parcellation. We explain the emerging process of functional elements, of the system through the constraints, whic...
Humans Neural Networks, Computer Brain Sensory Receptor Cells
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Global firing rate contrast enhancement in E/I neuronal networks by recurrent synchronized inhibition.

Chaos (Woodbury, N.Y.) Oct 1, 2018
Inhibitory synchronization is commonly observed and may play some important functional roles in excitatory/inhibitory (E/I) neuronal networks. The firing rate contrast enhancement is a general feature of information processing in sensory pathways, an...
Humans Neural Networks, Computer Animals Models, Neurological Action Potentials Neurons Synapses Electronic Data Processing Synaptic Transmission Neural Inhibition Sensory Receptor Cells
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