This study presents a novel category of Transformer architectures known as comb transformers, which effectively reduce the space complexity self-attention layer from quadratic to sub-quadratic level. is achieved by processing sequence segments independently and incorporating X -word embeddings ...

The flow and heat transfer characteristics in micro-tube are very important research fields. In order to study the influence of Reynolds number on overall transfer, a 510 mm long with dimples was constructed. Thirty-five different working conditions considered, is between 1500 8100. At same time, change physical properties coolant temperature considered. reliability numerical simulation results...

There are various methods for obtaining the preference vector of pair-wise comparison matrix factors. These methods can be employed when the elements of pair-wise comparison matrix are crisp while they are inefficient for fuzzy elements of pair-wise comparison matrix. In this paper, a method is proposed by which the preference vector of pair-wise comparison matrix elements can be obtained even ...

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In the windowed data stream model, we observe items coming in over time. At any time t, we consider the window of the last N observations at (N 1); at (N 2); : : : ; at, each ai 2 f1; : : : ; ug; we are allowed to ask queries about the data in the window, say, we wish to compute the minimum or the median of the items in the window. A crucial restriction is that we are only allowed o(N) (often p...

The effects of attention and object configuration on the neural responses to short-lag visual image repetition were investigated with fMRI. Attention to one of two object images in a prime display was cued spatially. The images were either intact or split vertically; a manipulation that negates the influence of view-based representations. A subsequent single intact probe image was named covertl...