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Why Initialize a Neural Network with Random Weights?

The weights of artificial neural networks must be initialized to small random numbers. This is because this is an expectation of the stochastic optimization algorithm used to train the model, called stochastic gradient descent. To understand this approach to problem solving, you must first understand the role of nondeterministic and randomized algorithms as well as the need for stochastic…

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How to Configure the Number of Layers and Nodes in a Neural Network

Artificial neural networks have two main hyperparameters that control the architecture or topology of the network: the number of layers and the number of nodes in each hidden layer. You must specify values for these parameters when configuring your network. The most reliable way to configure these hyperparameters for your specific predictive modeling problem is via systematic experimentation with…

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This artificial intelligence model mimics human brain

… the hardware implementation of large-scale artificial neural networks. The graphene-based neural … even a rudimentary level of intelligence in wearable electronics and sensors … configurations to optimise these new “artificial synapses”. Despite the challenges, Dr … VISIT THE SOURCE ARTICLE Author:

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Intrepid Response is Now FirstNet Certified and Available in the FirstNet App Catalog for First Responder Users

Intrepid Networks’ situational awareness application, Response, answers the call for supporting the critical operational needs of public safety agencies. ORLANDO , FLORIDA , UNITED STATES , July 11, 2018 /⁨EINPresswire.com⁩/ — ORLANDO, Fla., … VISIT THE SOURCE ARTICLE Author:

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Intrepid Response is Now FirstNet Certified and Available in the FirstNet App Catalog for First Responder Users


OpenAI Five

Watch Video Our team of five neural networks, OpenAI Five, has started to defeat amateur human teams at Dota 2. While today we play with restrictions, we aim to beat a team of top professionals at The International in August subject only to a limited set of heroes. We may not succeed: Dota 2 is one of the most popular and complex esports games in the world, with creative and motivated…

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Stormy Daniels’ Chicago Shows Will Continue After On-Stage Blowup

It has been months since cable news networks like CNN have dispatched reporters to cover adult-film star and President Trump antagonist Stormy Daniels’ performances at various strip clubs around the country (the former porn actress, whose real name is Stephanie Clifford, wasted no time trying to cash in on her notoriety at the clubs). But for anybody who’s still interested, Stormy…

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Stormy Daniels’ Chicago Shows Will Continue After On-Stage Blowup


Local Managed Service Provider Sees Rise in Virtualized Networks

Local managed service provider Quikteks has noted a rise in the use of virtualized networks in small businesses throughout the New Jersey tri-state area. FAIRFIELD, NEW JERSEY, UNITED STATES, April 25, 2018 /⁨EINPresswire.com⁩/ — Fairfield, New … VISIT THE SOURCE ARTICLE Author:

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How the Network Can Protect Earth’s Natural Cycles

Learn more about the network’s game-changing role in advancing environmentally sustainable solutions, and how we can use technology to protect the Earth’s natural cycles. VISIT THE SOURCE ARTICLE How the Network Can Protect Earth’s Natural Cycles

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TLS version 1.3: Change is here and Encrypted Traffic Analytics has got your back

Networks are becoming increasingly opaque via encrypted sessions, greatly benefiting end users because it ensures privacy and authenticity of the connection between applications over networks where we must assume zero… VISIT THE SOURCE ARTICLE TLS version 1.3: Change is here and Encrypted Traffic Analytics has got your back

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Katherine Maher on a generosity of spirit and contributing to the Commons

The Wikimedia and Creative Commons communities are inextricably linked, sharing networks, content, and a vision of the world’s knowledge collaboratively governed in a Global Commons built on gratitude and sharing. Photo by Victor Grigas, CC BY-SA 4.0 Katherine Maher has been the Executive Director of the Wikimedia Foundation since 2016, and is one of the leading advocates for Open around the…

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Katherine Maher on a generosity of spirit and contributing to the Commons