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Intelligence & Semantics
Deep Learning by John D. Kelleher
epub, pdf |eng | 2019-08-16 | Author:John D. Kelleher [Kelleher, John]

Layer-Wise Pretraining Using Autoencoders In layer-wise pretraining, the initial autoencoder learns an encoding for the raw inputs to the network. Once this encoding has been learned, the units in the ...
( Category: Intelligence & Semantics July 25,2020 )
Software Technologies by Unknown
epub |eng | | Author:Unknown

2.3 R-TNCES Reverse Ordinary Petri nets reversion method can be generalized to R-TNCESs by (1) inverting arcs directions in the nets, and (2) adapting R-TNCESs semantics. The result is a ...
( Category: Software Development July 25,2020 )
Clever by Alessandro Lanteri
epub |eng | 2019-07-14 | Author:Alessandro Lanteri

Types of Platform Businesses Platform businesses can be classified based on how many different types of users transact on them. The simplest form is the one-sided platform. All users have ...
( Category: Agile July 24,2020 )
Leadership by Algorithm: Who Leads and Who Follows in the AI Era? by David de Cremer
epub |eng | 2020-05-25 | Author:David de Cremer [Cremer, David de]

To engage in mental simulations, you need to have the right set of abilities. Indeed, you need to understand how the game has changed (critical thinking); stimulate yourself to look ...
( Category: Intelligence & Semantics July 24,2020 )
The Computer and the Brain by John von Neumann
epub |eng | 2012-07-14 | Author:John von Neumann

Modus Operandi of the Memory-Stored Control In this case, since the orders that exercise the entire control are in the memory, a higher degree of flexibility is achieved than in ...
( Category: Intelligence & Semantics July 22,2020 )
Autonomic Computing by Philippe Lalanda Julie A. McCann & Ada Diaconescu
epub |eng | | Author:Philippe Lalanda, Julie A. McCann & Ada Diaconescu

Floating-point operations per second (FLOPS)—This metric is similar to the IPS, above, as it also represents a notion of processing throughput. It was pri­marily designed to make comparisons between machines ...
( Category: Software Development July 21,2020 )
Engineering General Intelligence, Part 1 by Ben Goertzel Cassio Pennachin & Nil Geisweiller
epub |eng | | Author:Ben Goertzel, Cassio Pennachin & Nil Geisweiller

5.Interrelating body-changes with changes in external entities Notably, these aspects of naive physics involve a different processes occurring on a variety of different time scales, intersecting in complex patterns, and ...
( Category: Neurology July 21,2020 )
Building Computer Vision Applications Using Artificial Neural Networks by Shamshad Ansari
epub |eng | | Author:Shamshad Ansari

Convolution layer 7: Kernel 3×3, filters 256, activation ReLU Pooling layer: MaxPooling, kernel size 2×2 and strides 2×2 Convolution layer 8: Kernel 3×3, filters 512, activation ReLU Convolution layer 9: ...
( Category: Software Development July 21,2020 )
Fundamentals of Deep Learning by Nikhil Buduma
epub, pdf |eng | 2017-06-14 | Author:Nikhil Buduma

$ pip install gensim We can subsequently load these vectors into memory using the following command: from gensim.models import Word2Vec model = Word2Vec.load_word2vec_format('/path/to/googlenews.bin', binary=True) The issue with this operation, however, ...
( Category: Intelligence & Semantics July 21,2020 )
Recurrent Neural Networks with Python Quick Start Guide by Simeon Kostadinov
epub |eng | 2018-11-29 | Author:Simeon Kostadinov [Simeon Kostadinov]

( Category: Intelligence & Semantics July 21,2020 )
AI Ethics by Mark Coeckelbergh
epub |eng | 2020-03-13 | Author:Mark Coeckelbergh [Coeckelbergh, Mark]

9 Bias and the Meaning of Life Bias Another problem that is both ethical and societal, and also specific to data science–based AI as opposed to other automation technologies, is ...
( Category: Intelligence & Semantics July 20,2020 )
The Hundred-Page Machine Learning Book by Adriy Burkov
mobi |eng | 2019-07-04 | Author:Adriy Burkov

6.2.2 Recurrent Neural Network Recurrent neural networks (RNNs) are used to label, classify, or generate sequences. A sequence is a matrix, each row of which is a feature vector and ...
( Category: Intelligence & Semantics July 20,2020 )
Artificial Intelligence: A Philosophical Introduction by Jack Copeland
azw3, epub, pdf |eng | 2015-07-28 | Author:Jack Copeland [Copeland, Jack]

How to live with a fixed future Consider again the final sentence of the passage we’re examining: ‘Your future is fixed, ineviitable – laid out for you, waiting to be ...
( Category: Intelligence & Semantics July 20,2020 )
Probabilistic Graphical Models: Principles and Applications (Advances in Computer Vision and Pattern Recognition) by Luis Enrique Sucar
azw3 |eng | 2015-06-18 | Author:Luis Enrique Sucar [Sucar, Luis Enrique]

7.4.1 Information Validation Many systems use information to make decisions; if this information is erroneous it could lead to nonoptimal decisions, and in some cases decisions made based on erroneous ...
( Category: Networks July 19,2020 )
Bayesian Optimization and Data Science by Francesco Archetti & Antonio Candelieri
epub |eng | | Author:Francesco Archetti & Antonio Candelieri

The following figure shows another case where TS is, instead, more explorative than LCB (Fig. 4.5). Fig. 4.5Next point to evaluate according to TS and LCB: the sample from GP ...
( Category: Intelligence & Semantics July 10,2020 )

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