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However, a well-known feature of cooperative binding (high Hill coefficient) is a narrow input dynamic range [ 43].
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Most High-Level systems implement specialized algorithms that yield useful results, albeit for a very narrow input space, and are characterized by stove-pipe architectures and a fragmented workflow.
Enhancing contrast of images by using histogram equalization (HE) is the standard technique to improve the visual image by stretching the narrow input image histogram [1].
When faced with the challenge of encoding a wide range of input values, decreasing the slope would minimize information loss; when faced with a narrow range of input values, a steep slope would maximize discriminability.
Moreover, in contrast to the double-sided VI NES which has optimal performance for a narrow range of input energies, the proposed single-sided asymmetric VI NES maintains a high level of performance over a broad range of high input energies.
The youngest cells (3 5 weeks old) are exceptionally sensitive to a narrow range of input signal strengths, which is useful for pattern separation.
Other systems are ultrasensitive or bistable, changing very rapidly from low to high output across a narrow range of inputs [ 1].
Traditionally, the purpose of LDR image/video enhancement can be simply achieved by adopting a global intensity transfer function that maps a narrow range of dark input values into a wider range of output values.
An OI response in this model requires a narrow range of AN input best frequencies (BF) which only produce supra-threshold depolarizations during the stimulus onset.
Quantitatively, however, there are substantial differences: model 1, the single WTA circuit, only has a narrow band around equal input strength in which dominance does not get stuck at the extreme.
In this model, OI responses require a narrow receptive field or AN inputs will cause the inputs to grow.
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