Neural network elementsYukun HsiaEden Y C Mei
In contrast to this, we propose in this paper two new methods to directly derive accurate results by artificial neural networks using information about the errors of analysis results. One of the proposed methods employs error information obtained using a posteriori error estimator to predict accurate...
Neural networks Section Exercises I. Neural network basics 0/1 II. How neural networks are built 0/2 III. Advanced neural network techniques --- Chapter 6 Implications Section Exercises I. About predicting the future 0/1 II. The societal implications of AI 0/1 III. Summary 0/1 ...
numelements(x)takes neural network dataxin matrix or cell array form, and returns the number of elements in each signal. Ifxis a matrix the result is the number of rows ofx. Ifxis a cell array the result is anS-by-1vector, whereSis the number of signals (i.e., rows ofX), and ...
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Computational material discovery is under intense study owing to its ability to explore the vast space of chemical systems. Neural network potentials (NNPs) have been shown to be particularly effective in conducting atomistic simulations for such purpose
Next, to identify possible novel sequence features that would allow more optimal classification, we trained a convolutional neural network (CNN)–based classifier similar to DeepBind21on the sequence data. This method is capable of learning the sequence motifs, their combinations and their relative wei...
The classification and part segmentation of point clouds have gained significant attention in the field of artificial intelligence (AI), especially in the
A neural network model for a constitutive law in nonlinear structures is proposed in this paper. The artificial neural network (ANN) model is constructed based on a data set of responses from representative volume elements, which was calculated by finite elements and using an open sci...
Cis-regulatory elements (CREs) control gene expression, orchestrating tissue identity, developmental timing and stimulus responses, which collectively define the thousands of unique cell types in the body1–3. While there is great potential for strategic