… In the two-dimensional MDS plots, the configurations in each … window in which neurons optimally encode shape space, we … neuronsrepresented the face stimulus physical similarity in …
… of representing images using codes that are as simple and … U-shape, since models with relatively low-dimensional subspaces … We aggregated the per-neuron correlations into a single …
… in neuronal recording studies, often using simple parametric … us how the mean activity level of an individual neuron varies … response is depends on the shape of the tuning curve. A flat …
KA Zhivago, SP Arun - Journal of Neurophysiology, 2016 - journals.physiology.org
… We tested IT neurons on distinct shapes and their parametric … Consider 2 inferiortemporal (IT) neurons: the first neuron is a … that represents the degree to which the neuron maintains its …
… to evaluate only the forms and shapes visible on every static … 1A) than exterior landmarks representing head shape. We … found a spatiotemporal motion configuration by computing the …
… We simulated N = 100 datasets for each parameter setting to … , individual differences, signal shapes, and distributions that are … developed in the context of low- dimensional models and …
… on highly specialized neurons are lowdimensional and they … it actually takes into account the shape and orientation of the … percept of neurons famously reported in inferotemporal (IT) …
… We hypothesized that neurons in IT that are selective for shapes would … that IT neurons are selective for both shape and motion … is represented by different neurons depending on shape …
… We parameterized the stimuli using a deep neural network, … To evaluate whether the shape of our stimulus distribution … better supports data on low-dimensional manifolds. We also …