Journal ArticleDOI
A logical calculus of the ideas immanent in nervous activity
Warren S. McCulloch,Walter Pitts +1 more
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In this article, it is shown that many particular choices among possible neurophysiological assumptions are equivalent, in the sense that for every net behaving under one assumption, there exists another net which behaves under another and gives the same results, although perhaps not in the same time.About:
This article is published in Bulletin of Mathematical Biology.The article was published on 1990-01-01. It has received 14937 citations till now. The article focuses on the topics: Propositional calculus & Existential quantification.read more
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Unsupervised learning of invariant representations
TL;DR: The theory offers novel unsupervised learning algorithms for "deep" architectures for image and speech recognition, and conjecture that the main computational goal of the ventral stream of visual cortex is to provide a hierarchical representation of new objects/images which is invariant to transformations, stable, and selective for recognition.
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Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods
Chris Aldrich,Lidia Auret +1 more
TL;DR: This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods.
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A simple neural network model for the determination of aquifer parameters
TL;DR: A simple artificial neural network model is developed for the determination of non-leaky confined aquifer parameters by normalizing and applying the principal component analysis (PCA) on adopted training data pattern from Lin and Chen.
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Chemometrics tools in QSAR/QSPR studies: A historical perspective
TL;DR: A short overview on critical and bold developments of chemometrics tools utilized in QSAR/QSPR studies is presented.
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Designing phononic crystal with anticipated band gap through a deep learning based data-driven method
TL;DR: A data-driven approach by image-based finite element analysis and deep learning is proposed in this study for designing phononic crystals with anticipated band gaps, which could be further extended to design various structured mechanical materials with specific functionalities.
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The Logical Syntax of Language
TL;DR: Carnap's entire theory of language structure appeared in The Logical Syntax of Language (1934) as mentioned in this paper, which led to his famous "Principle of tolerance" by which everyone is free to mix and match the rules of his logic in any way he wishes.