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Rnn Demonstration
RNN or rnn may refer to: * Random neural network, a mathematical representation of an interconnected network of neurons or cells which exchange spiking signals * Recurrent neural network, a class of artificial neural networks where connections between nodes form a directed graph along a temporal sequence **rnn (software) * Recursive neural network, a kind of deep neural network created by applying the same set of weights recursively over a structured input * WRNN-TV, branded as Regional News Network, a television station licensed to New Rochelle, New York, United States * Rassd News Network, Egypt * Reserva Natural Nacional, national park in Colombia * IATA code for Bornholm Airport, Denmark * rnn, ISO 639-3 code for the Roon language Roon (Ron) is an Austronesian language spoken in West Papua Province, Indonesia Indonesia, officially the Republic of Indonesia, is a country in Southeast Asia and Oceania between the Indian and Pacific oceans. It consists of over 17, . ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Random Neural Network
The random neural network (RNN) is a mathematical representation of an interconnected network of neurons or cells which exchange spiking signals. It was invented by Erol Gelenbe and is linked to the G-network model of queueing networks as well as to Gene Regulatory Network models. Each cell state is represented by an integer whose value rises when the cell receives an excitatory spike and drops when it receives an inhibitory spike. The spikes can originate outside the network itself, or they can come from other cells in the networks. Cells whose internal excitatory state has a positive value are allowed to send out spikes of either kind to other cells in the network according to specific cell-dependent spiking rates. The model has a mathematical solution in steady-state which provides the joint probability distribution of the network in terms of the individual probabilities that each cell is excited and able to send out spikes. Computing this solution is based on solving a set of ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Recurrent Neural Network
A recurrent neural network (RNN) is a class of artificial neural networks where connections between nodes can create a cycle, allowing output from some nodes to affect subsequent input to the same nodes. This allows it to exhibit temporal dynamic behavior. Derived from feedforward neural networks, RNNs can use their internal state (memory) to process variable length sequences of inputs. This makes them applicable to tasks such as unsegmented, connected handwriting recognition or speech recognition. Recurrent neural networks are theoretically Turing complete and can run arbitrary programs to process arbitrary sequences of inputs. The term "recurrent neural network" is used to refer to the class of networks with an infinite impulse response, whereas "convolutional neural network" refers to the class of finite impulse response. Both classes of networks exhibit temporal dynamic behavior. A finite impulse recurrent network is a directed acyclic graph that can be unrolled and replace ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Rnn (software)
rnn is an open-source machine learning framework that implements recurrent neural network architectures, such as LSTM and GRU, natively in the R programming language, that has been downloaded over 100,000 times (from the RStudio servers alone). The rnn package is distributed through the Comprehensive R Archive Network under the open-source GPL v3 license. Workflow The below example from the rnn documentation show how to train a recurrent neural network to solve the problem of bit-by-bit binary addition. > # install the rnn package, including the dependency sigmoid > install.packages('rnn') > # load the rnn package > library(rnn) > # create input data > X1 = sample(0:127, 10000, replace=TRUE) > X2 = sample(0:127, 10000, replace=TRUE) > # create output data > Y # convert from decimal to binary notation > X1 X2 Y # move input data into single tensor > X # train the model > model <- trainr(Y=Y, + X=X, + learningrate = 1, + ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Recursive Neural Network
A recursive neural network is a kind of deep neural network created by applying the same set of weights recursively over a structured input, to produce a structured prediction over variable-size input structures, or a scalar prediction on it, by traversing a given structure in topological order. Recursive neural networks, sometimes abbreviated as RvNNs, have been successful, for instance, in learning sequence and tree structures in natural language processing, mainly phrase and sentence continuous representations based on word embedding. RvNNs have first been introduced to learn distributed representations of structure, such as logical terms. Models and general frameworks have been developed in further works since the 1990s. Architectures Basic In the most simple architecture, nodes are combined into parents using a weight matrix that is shared across the whole network, and a non-linearity such as ''tanh''. If ''c''1 and ''c''2 are ''n''-dimensional vector representation ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
WRNN-TV
WRNN-TV (channel 48) is a television station licensed to New Rochelle, New York, United States, serving the New York City area as an affiliate of ShopHQ. It serves as the flagship station of Rye Brook–based WRNN-TV Associates; its headquarters and WRNN-TV's studios are co-located on Westchester Avenue in Rye Brook. Through a channel sharing agreement with WWOR-TV (channel 9), the station transmits using WWOR-TV's spectrum from a tower atop One World Trade Center. History W62AA Channel 62 was first used in the New York metropolitan area by W62AA, which was founded in 1970 by Screen Gems Broadcasting, a sub-division of Columbia Pictures as a translator for independent station WNJU-TV (channel 47). It was one of the many translator stations serving the entire New York City area. By 1975, WNJU-TV and most of the major stations in New York had moved their transmitters to the World Trade Center, but W62AA remained at the Empire State Building to expand its signal farther north of th ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Rassd News Network
Rassd News Network, also known by its initials of RNN (Arabic: شبكة رصد الاخبارية), is an alternative media network based in Cairo, Egypt. RNN was launched as a Facebook-based news source launched on January 25, 2011. It quickly advanced to become a primary contributor of Egyptian revolution-related news that year. Applying the motto "From the people to the people," the citizen journalists who created RNN have since added a Twitter feed and launched an independent website dedicated to short news stories favored by an online audience. RNN is an organized citizen news network with four working committees; one for editing the news, another to support the correspondents covering Egypt, a third for managing the multimedia feeds and a fourth for staff functions such as development, training and public relations. RNN's Arabic name, Rassd, is an acronym that stands for Rakeb (observe), Sawwer (record) and Dawwen (blog). RNN created a Ustream channel on January 27, 2011, a ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
List Of National Parks Of Colombia
The protected areas of Colombia are grouped into the National System of Protected Areas (Colombia), National System of Protected Areas. As of 2018, there are 59 nationally protected areas which cover about and represent more than 14% of the country's area. National Natural Park System The National Natural Park System is divided into the following categories: * National Natural Parks (''Parque Natural Nacional'' - PNN): 43 * Fauna and Flora Sanctuaries (''Sanctuario de Flora y Fauna'' - SFF): 12 * National Natural Reserves (''Reserva Natural Nacional'' - RNN): 2 * Unique Natural Areas (''Área Natural Única'' - ANU): 1 * Road park (''Vía Parque''): 1 List of Nationally Protected Areas Proposed areas Currently there are other proposed areas for national natural parks: * Morichales de Paz de Ariporo The following locations could be declared fauna and flora sanctuaries: * Bosque Seco del Patía Fauna and Flora Sanctuary, Bosque Seco del Patía * Serranía de Pinche * Ser ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Bornholm Airport
Bornholm Airport ( da, Bornholms Lufthavn) is a Danish airport located 2.7 nautical miles (5 km) southeast of Rønne, on the island of Bornholm. The airport is operated by Statens Luftfartsvæsen (''The Danish Civil Aviation Administration'') with the air traffic control provided by Naviair. History In 1935, representatives of Rigsdagen, Rønne municipality and Det Danske Luftfartsselskab (DDL) − later a part of Scandinavian Airlines System − agreed to establish an air connection between Rønne and Copenhagen. The following year ''A/S Den bornholmske Flyveplads'' was founded, with airport construction beginning in 1937. Two years later the first route commenced on a temporary licence from the air transport inspectorate. Flights were however suspended after several days due to runway problems. The airport was officially opened on 16 November 1940, with DDL operating a daily route to Copenhagen. The first temporary terminal was erected shortly after, in 1941, however i ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
