sigmoid activation function (Abbott Laboratories)
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Sigmoid Activation Function, supplied by Abbott Laboratories, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/sigmoidal+activation+function/sigmoid+transfer+function/pmc04441867-312-37-61
Average 90 stars, based on 1 article reviews
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Activity Assay:Article Title: Linear mechanistic models for the dorsal lateral geniculate nucleus of cat probed using drifting-grating stimuli Article Snippet: Experiments with sinusoidal visual stimuli in the early visual pathway have traditionally been interpreted in terms of descriptive filter models.. We present an alternative mechanistic approach for interpretation of this type of data recorded from X cells in the dorsal lateral geniculate nucleus (dLGN) of cat. A general, linear, rate-based mathematical expression for the geniculate transfer ratio, i.e. the ratio between the first-harmonic components of the output of a geniculate relay cell and its retinal input, is derived.. In linear theory this ratio is independent of the signal processing occurring at the retinal level. Article Title: Construction and evaluation of an integrated dynamical model of visual motion perception Article Snippet: .. Our model represents the activity in neural populations, but we do not explicitly link the activity to the average firing rate, which is generally achieved by considering what is inside the non-linearity as currents, and using the other:Article Title: Distinct role of flexible and stable encodings in sequential working memory. Article Snippet: To convert a memory index into 203 memory performance, we applied a sigmoid function to memory index as a response transfer 204 function (Fig. S2(d)), similarly to that of the linear-nonlinear Article Title: A Modeling Study of the Emergence of Eye Position Gain Fields Modulating the Responses of Visual Neurons in the Brain Article Snippet: Finally, the Article Title: A Modeling Study of the Emergence of Eye Position Gain Fields Modulating the Responses of Visual Neurons in the Brain Article Snippet: A sigmoid transfer function represents more accurately the firing rate profile of individual neurons observed in the Article Title: Computing with populations of monotonically tuned neurons. Article Snippet: The parametric variation in neuronal discharge according to the values of sensory or motor variables strongly influences the collective behavior of neuronal populations.. A multitude of studies on the populations of broadly tuned neurons (e.g., cosine tuning) have led to such well-known computational principles as population coding, noise suppression, and line attractors.. Much less is known about the properties of populations of monotonically tuned neurons. Activation Assay:Article Title: Construction and evaluation of an integrated dynamical model of visual motion perception Article Snippet: .. Our model represents the activity in neural populations, but we do not explicitly link the activity to the average firing rate, which is generally achieved by considering what is inside the non-linearity as currents, and using the Transformation Assay:Article Title: Construction and evaluation of an integrated dynamical model of visual motion perception Article Snippet: .. Our model represents the activity in neural populations, but we do not explicitly link the activity to the average firing rate, which is generally achieved by considering what is inside the non-linearity as currents, and using the |
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