1. Paradoxical Rules of Spike Train Decoding Revealed at the Sensitivity Limit of Vision
- Author
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Aarni Seppänen, Johan Westö, Tuomas Turunen, Lina Smeds, Petri Ala-Laurila, Nataliia Martyniuk, Jussi Tiihonen, Daisuke Takeshita, Ala-Laurila Lab, Molecular and Integrative Biosciences Research Programme, University of Helsinki, Department of Neuroscience and Biomedical Engineering, Aalto-yliopisto, and Aalto University
- Subjects
Retinal Ganglion Cells ,0301 basic medicine ,ganglion cell ,retina ,RETINAL GANGLION-CELLS ,Computer science ,Spike train ,Action Potentials ,scotopic vision ,PHOTOTRANSDUCTION ,ON and OFF pathways ,NOISE ,VISUAL PIGMENT ,Mice ,0302 clinical medicine ,Retinal Rod Photoreceptor Cells ,Eye Movement Measurements ,tracking behavior ,Behavior, Animal ,General Neuroscience ,sensory threshold ,ABSOLUTE THRESHOLD ,LIGHT ,Sensory Thresholds ,Spike (software development) ,Neural coding ,Decoding methods ,Mice, Transgenic ,neural coding ,Sensory system ,neural circuit ,Retina ,MECHANISMS ,03 medical and health sciences ,Animals ,Scotopic vision ,Sensitivity (control systems) ,Vision, Ocular ,photon detection ,visually guided behavior ,CHANNELS ,business.industry ,3112 Neurosciences ,Pattern recognition ,030104 developmental biology ,MOUSE EYE ,Eye tracking ,Artificial intelligence ,business ,030217 neurology & neurosurgery - Abstract
openaire: EC/H2020/713645/EU//BioMEP All sensory information is encoded in neural spike trains. It is unknown how the brain utilizes this neural code to drive behavior. Here, we unravel the decoding rules of the brain at the most elementary level by linking behavioral decisions to retinal output signals in a single-photon detection task. A transgenic mouse line allowed us to separate the two primary retinal outputs, ON and OFF pathways, carrying information about photon absorptions as increases and decreases in spiking, respectively. We measured the sensitivity limit of rods and the most sensitive ON and OFF ganglion cells and correlated these results with visually guided behavior using markerless head and eye tracking. We show that behavior relies only on the ON pathway even when the OFF pathway would allow higher sensitivity. Paradoxically, behavior does not rely on the spike code with maximal information but instead relies on a decoding strategy based on increases in spiking. Smeds et al. combine retinal ganglion cell recordings with markerless tracking of mouse behavior in photon detection. They show that behavior relies on information presented as increased spiking activity rather than the spike code carrying the maximal information.
- Published
- 2019
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