Previous work had used solutions in the short-time and asymptotically long-time regimes to show that a waiting-time distribution derived from the coupling model predicts a mean-square displacement which crosses over from a power-law in time to a long-time dependence. In the present work, it ...
examples of discrete convolution were present- ed The first example dealt with finite duration sequences and the second dealt with periodic sequences Additionally precautions in the selection on n-point sequences was dis- cussed in the second example to alleviate distorting or spectually overlapping ...
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φ can be any activation func- tions (for examples, ReLU, ELU and LeakyReLU). Wg and Wf are two different convolutional filters. The proposed gated convolution learns a dynamic fea- ture selection mechanism for each channel and each spatial location. Interestingly, visualization of intermedia...
‘fingerprints’’encodingstructural informationaretheworkhorseofcheminformaticsand machinelearningindrugdiscoveryapplications.However, fingerprintrepresentationsnecessarilyemphasizeparticular aspectsofthemolecularstructurewhileignoringothers, ratherthanallowingthemodeltomakedata-drivendeci- sions.Wedescribemoleculargraph...
Examples of numerical schemes to which our abstract results can be applied include the splitting method (with [Math Processing Error] with [Math Processing Error]), the implicit Euler method (with [Math Processing Error] and [Math Processing Error]), and the Crank–Nicholson method (with [Math...
Examples using a U-Net architecture with typical convolutional layers with various hole value initialization can be seen in Fig. 2(e) and (f). (For both, the training and testing share the same initialization scheme). Conditioning the output on the hole values ultimately results in various ...
However, by the time visual symptoms appear, it is often too late to put in place appropriate crop management solutions to mitigate crop losses. Early manifestation of plant stress responses include changes in chlorophyll content, as well as cellular metabolism and tissue degradation [5]. These ...