While a number of cities are turning to the Internet of Things (IoT), wireless connectivity and cloud computing to improve internal efficiency and service delivery to communities, Kameshwar Rao Sorda, Solutions Director at Huawei Enterprise Southern Africa, says the future lies in harnessing artificial neural networks to automate and continually improve many of these operations.
Machines have long helped us speed up our daily tasks, so the requirement for them to solve more complex mathematical and logical challenges means that we need a different kind of computer. Based on the structure of our brain, artificial neural networks include adaptive learning, self-organisation and fault tolerance features. By using new data and identifying patterns, it can learn or improve upon its performance without being programmed by humans.