In this book, international experts report the history of the application of ANN to chemical and biological problems, provide a guide to network architectures, training and the extraction of rules from trained networks, and cover many cutting-edge examples of the application of ANN to chemistry and
Artificial Neural Networks (Methods in Molecular Biology, 2190)
β Scribed by Hugh Cartwright (editor)
- Publisher
- Humana
- Year
- 2020
- Tongue
- English
- Leaves
- 371
- Edition
- 3rd ed. 2021
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This volume presents examples of how Artificial Neural Networks (ANNs) are applied in biological sciences and related areas. Chapters cover a wide variety of topics, including the analysis of intracellular sorting information,Β prediction of the behavior of bacterial communities, biometric authentication, studies of Tuberculosis, gene signatures in breast cancer classification, the use of mass spectrometry in metabolite identification,Β visual navigation, andΒ computer diagnosis. Written in the highly successfulΒ Methods in Molecular BiologyΒ series format, chapters include introductions to their respective topics, application details for both the expert and non-expert reader, and tips on troubleshooting and avoiding known pitfalls.
Β
Authoritative and practical,Β Artificial Neural Networks: Third Edition should be of value to all scientists interested in the hands-on application of ANNs in the biosciences.
π SIMILAR VOLUMES
<span>In Neural Stem Cells: Methods and Protocols, internationally recognized experts from academic, clinical, and pharmaceutical laboratories describe in great detail the most frequently used cellular, molecular, and electrophysiological methods to isolate, characterize, and utilize neural stem cel
<p><P>As an extension of artificial intelligence research, artificial neural networks (ANN) aim to simulate intelligent behavior by mimicking the way that biological neural networks function. In <EM>Artificial Neural Networks</EM>, an international panel of experts report the history of the applicat
<p><p>The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the best contributions on bio-neuroinformatics-related issues, which were presented at the International Conferenc
<span>This detailed collection explores a diverse range of topics related to neural repair and functional recovery following ischemic stroke. Techniques detailed in this book span from basic to emerging approaches used to evaluate hallmarks of neurorepair, including axonal remodeling and dendritic a
<span>This detailed book brings together a number of state-of-the-art protocols to generate different types of neural cells through the use of reprogramming technologies. Additionally, the volume explores different aspects of functional evaluation and applications of reprogrammed neural cells as wel