Archives for deep neural network

09 Jul

How Researchers Are Solving Cybersecurity Issues In Autonomous Vehicles

Autonomous technology is growing at an incredible rate. Recently researchers at MIT developed a single deep neural network (DNN) to power autonomous vehicles on NVIDIA DRIVE AGX Pegasus. Vehicle manufacturer Volkswagen which is on a mission to manufacture EVs, is now working to bring self-driving technologies to global markets. According to media reports, Chief Executive…

The post How Researchers Are Solving Cybersecurity Issues In Autonomous Vehicles appeared first on Analytics India Magazine.

28 Jun

MIT Researchers Develop Single Deep Neural Network For Autonomous Vehicles

Rapidly developing sensor technology and software processing has enabled autonomy for trucks — improving fleet operations by decreasing downtime, reducing personnel costs, crashes and fatalities. According to Fortune Business Insights, the global autonomous trucks market is expected to reach $2,013.34 million growing at a CAGR of 12.6 percent by 2027.  Banking on this booming business,…

The post MIT Researchers Develop Single Deep Neural Network For Autonomous Vehicles appeared first on Analytics India Magazine.

28 Mar

Deep Learning Model For Bank Crisis Prediction

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image-11376

In this article, we will discuss a deep learning technique -- deep neural network -- that can be deployed for predicting banks’ crisis. This experiment is based on the African economic, banking and systemic crisis data where inflation, currency crisis and bank crisis of 13 African countries between 1860 to 2014 is given. By predicting through a deep learning model, we will see that this model gives a high accuracy in this task.

The post Deep Learning Model For Bank Crisis Prediction appeared first on Analytics India Magazine.

24 Dec

Chasing Phantoms With Deep Dark Learning

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image-1540

The year 2018 has been very eventful when it comes to artificial intelligence. With enhancements like GANs, the field of machine learning has ushered in a new era of applied AI. Earlier this year, researchers enabled AI to look through the walls where a camera colocated with a radio sensor, detected motion on the invisible…

The post Chasing Phantoms With Deep Dark Learning appeared first on Analytics India Magazine.

14 Dec

IBM Aims For 8-Bit AI Breakthrough Which Will Supercharge Computational Efficiency

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image-1372

CDC 1604 was a second generation 48-bit word size computer that could handle 100,000 operations per second. It was designed to automate the missile control for the US Navy. But trying to run an iPhone on CDC 1604, it would have a hard time rendering a single pixel of your selfie. So your palm-sized phone…

The post IBM Aims For 8-Bit AI Breakthrough Which Will Supercharge Computational Efficiency appeared first on Analytics India Magazine.