Baidu's Minwa supercomputer takes advantage of a Distinctive deep neural network identified as a convolutional neural network to discover and categorize photos with a better amount of accuracy than the typical human.
turing examination: A benchmark check for analyzing a equipment's power to show intelligent actions indistinguishable from that of the human. If a device can have interaction in a very discussion that a human are unable to distinguish from An additional human, it is said to obtain handed the Turing Check.
Such a stream could be applied instead of the ASCII cross-reference desk and consists of the offsets and also other data in binary structure. The format is versatile in that it allows for integer width specification (using the /W array), in order that by way of example, a document not exceeding sixty four KiB in measurement might dedicate only 2 bytes for item offsets. To make certain backward compatibility, a hybrid-reference PDF file may involve both equally conventional cross-reference tables and cross-reference streams, permitting older PDF processors to go through the file when nonetheless Profiting from the new options introduced in version 1.five.[27]
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q-Discovering: A model-free reinforcement Finding out algorithm that learns the worth of steps in numerous states to maximize cumulative benefits. It really is Utilized in scenarios exactly where an agent really should come up with a sequence of decisions.
These capabilities aid companies defend the confidentiality of sensitive facts. With accessibility privileges, authors can define a password that people will require to open up the document, or they're able to use a certificate ID to encrypt the document so select recipients can open up it by entering their own individual, special certificate IDs.
stochastic gradient descent (SGD): An optimization algorithm that updates product parameters utilizing a random subset of knowledge at Each individual iteration. SGD is effective for giant datasets get more info and assists in speedier convergence from the product.
generative adversarial network (GAN): A class of neural networks consisting of two competing models—a generator plus a discriminator—that get the job done with each other to produce realistic artificial data, such as pictures or text.
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