A multimodal encoding model applied to imaging decision-related neural cascades in the human brain
Sign Up to like & getrecommendations! Published in 2018 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2017.06.059
Abstract: ABSTRACT Perception and cognition in the brain are naturally characterized as spatiotemporal processes. Decision‐making, for example, depends on coordinated patterns of neural activity cascading across the brain, running in time from stimulus to response and… read more here.
Keywords: decision; methodology; encoding model; perceptual decision ... See more keywords
Tracking Temporal Hazard in the Human Electroencephalogram Using a Forward Encoding Model
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DOI: 10.1523/eneuro.0017-18.2018
Abstract: Abstract Human observers automatically extract temporal contingencies from the environment and predict the onset of future events. Temporal predictions are modeled by the hazard function, which describes the instantaneous probability for an event to occur… read more here.
Keywords: hazard; encoding model; forward encoding; temporal hazard ... See more keywords
Exploring Hierarchical Auditory Representation via a Neural Encoding Model
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.843988
Abstract: By integrating hierarchical feature modeling of auditory information using deep neural networks (DNNs), recent functional magnetic resonance imaging (fMRI) encoding studies have revealed the hierarchical neural auditory representation in the superior temporal gyrus (STG). Most… read more here.
Keywords: auditory representation; auditory; encoding model; representation ... See more keywords
Inferring synaptic inputs from spikes with a conductance-based neural encoding model
Sign Up to like & getrecommendations! Published in 2019 at "eLife"
DOI: 10.7554/elife.47012
Abstract: Descriptive statistical models of neural responses generally aim to characterize the mapping from stimuli to spike responses while ignoring biophysical details of the encoding process. Here, we introduce an alternative approach, the conductance-based encoding model… read more here.
Keywords: encoding model; inferring synaptic; model; conductance based ... See more keywords