Protein Structure Prediction in ID, 2D, and

One of the first and probably the most prominent example for such an application was the attempt to predict the secondary structure of proteins by means of an error-backpropagation ANN (Figure 13). Windows of 13 amino acid sequences taken from various proteins were used as input. On the output (taiget) side three neurons were employed to distinguish between one of the three possible states of the secondary structure in which the amino acid at the middle of the window sequence could be either a-helix, -sheet, or coil (see Protein Modeling and Protein Structure Prediction in ID, 2D, and 3D). Because 20 different amino acids plus a terminator were encoded with... 

Artificial Intelligence in Chemistry Chemical Engineering Expert Systems Chemometrics Multivariate View on Chemical Problems Electrostatic Potentials Chemical Applications Environmental Chemistry QSAR Experimental Data Evaluation and Quality Control Fuzzy Methods in Chemistry Infrared Data Correlations with Chemical Structure Infrared Spectra Interpretation by the Characteristic Frequency Approach Machine Learning Techniques in Chemistry NMR Data Correlation with Chemical Structure Protein Modeling Protein Structure Prediction in ID, 2D, and 3D Quality Control, Data Analysis Quantitative Structure-Activity Relationships in Drug Design Quantitative Structure-Property Relationships (QSPR) Shape Analysis Spectroscopic Databases Structure Determination by Computer-based Spectrum Interpretation. 

While methods for the experimental determination of a protein s structure are increasingly automated, the difficulties faced in the experimental determination of a protein structure can be significant. Fortunately, with the advent of high speed computers, it is now possible to address the problem of protein structure prediction in computo (see Protein Structure Prediction in ID, 2D, and 3D). 

Protein Modeling Protein Structure Prediction in ID, 2D, and 3D Superfamily Analysis Understanding Protein Function from Structure and Sequence. 

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