Future of Neural Networks
Neural networks are fast becoming the norm for leading businesses, and will soon be the norm in many homes. It’ll replace the ordinary computer systems & cloud computing.
They can work like a human brain, so they’re gaining fast momentum as they can process any data with extra ordinary skill.They can process data like a human brain process by thinking in different way, unlike the ordinary computers following just the commands. If the way you commanded can’t take your computer to the solution, then it can never reach the solution that you need.
Neural networks are designed to test a problem in many different ways, and usually come up with a solution. It’s best for the figuring of logistics of shipping goods. Neural networks can take all the data and find the best possible route, and this increase the overall profit. If you put the same data into a normal computer, it will spit out the most logical route, but not necessarily the best one. This is because the neural network will take all data, such as destination, route, weather patterns, fuel spent, and a whole slew of other factors into consideration. In case of a route analysis of a flight; a normal computer will take only the distance into its consideration. While it may seem like the shortest route is the best solution, it sometimes isn’t. During strong wind, a flight will require more fuel to reach its destination following the shortest path. The aircraft might take a bit longer to reach its destination, but it will expend less fuel, which will increase the overall profit of the shipment.
Applying Perceptrons to Speculation in Computer Architecture: Neural Networks in Future Microprocessors
Book (AV Akademikerverlag)
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