Once ordered alphabetically, each word can be referenced by its index, i.e. a, cat, chased, climbed, dog, saw, the, tree}. For this example, the neural network will have eight input neurons and eight output neurons. Let us assume that we decide to use three neurons in the hidden layer. This means that Winput and Woutput will be 8 3 and 3 8 matrices, respectively. Before training begins, these matrices are initialized to small random values as is usual in neural network training.

The coming five years will see a sweeping shift in how businesses prioritize and process activities and tasks. Current technologies and ways of doing things will become obsolete. Ways of accessing information will change too as more businesses embrace assistants powered by artificial intelligence (AI). Marketing automation will come to the fore, and businesses will worry less about errors as AI-powered technology takes on more of the work around calculations. We explore some of the dramatic changes businesses can anticipate with Artur Kiulian, an expert in artificial intelligence.

Google has started rolling out a new update to its Photos app, which is designed to dramatically improve your videos. Photos now features a tool for stabilising jerky video footage, making poorly shot clips look far smoother. Once you've updated the app, all you need to do is open a video, tap the Edit button and select Stabilise. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar. Japan's On-Art Corp's CEO Kazuya Kanemaru poses with his company's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' and other robots during a demonstration in Tokyo, Japan Japan's On-Art Corp's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' performs during its unveiling in Tokyo, Japan Singulato Motors co-founder and CEO Shen Haiyin poses in his company's concept car Tigercar P0 at a workshop in Beijing, China A picture shows Singulato Motors' concept car Tigercar P0 at a workshop in Beijing, China Connected company president Shigeki Tomoyama addresses a press briefing as he elaborates on Toyota's "connected strategy" in Tokyo.

There are two ways to look at the future: The first assumes a linear progression from past achievements and is relevant to forecasting short periods of time, where the future is a derivative of the past. The other method assumes that in the period of a decade, the law of accelerated returns applies exponentially and compounds acceleration assuming a high level of change in the period forecasted. The following is a short-term forecast and therefore does NOT assume we will see a period of accelerated returns because of the short sample of time. Many people in the financial industry are trying to prepare for or predict what the financial services sector will look like in 2020. Will artificial intelligence replace operations? Will performing financial functions occur in an instantaneous manner from the palm of our hands? Will there be enough disruption so that large banks will no longer exist?

Google has taken a brilliant and unexpected step toward building an AI with more humanlike intuition, developing a computer capable of beating even expert human players at the fiendishly complicated board game Go. The objective of Go, a game invented in China more than 2,500 years ago, is fairly simple: players must alternately place black and white "stones" on a grid of 19 horizontal and 19 vertical lines with the aim of surrounding the opponent's pieces, and avoiding having one's own pieces surrounded. Mastering Go, however, requires endless practice, as well as a finely tuned knack of recognizing subtle patterns in the arrangement of the pieces spread across the board. Google's team has shown that the skills needed to master Go are not so uniquely human after all. Their computer program, called AlphaGo, beat the European Go champion, Fan Hui, five games to zero.

The Big Bang Theory is the pre-eminent explanation for the origins of the universe. It proposes, from an explosion of atoms, the universe rapidly expanded and in doing so created everything we know. But it did so in an erratic, haphazard and unstructured way. For every life form, an infinite amount of inhospitable desolate galaxies, planets and black holes were also created. Big Data is often associated with the birth of what is known as the Third Generation of IT and many are now at a crossroads: Do they continue down the current path, hoping to stumble upon a planet Earth as they navigate a sprawling universe of information and data that continually expands in a totally unstructured fashion?

Hermes has announced a new trial for self-driving delivery robots in the UK. The autonomous machines, which have a top speed of 4mph, are 55cm tall and 70cm long, and weigh 18kg. They can carry up to 10kg at a time, with packages stored inside a secure compartment that can be unlocked with a code sent to the customer's phone. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

Windows users are being told to update their computers after a hacking group released a collection of exploits designed to help cybercriminals break into Microsoft's software. The tools, which were released by the Shadow Brokers group, had allegedly been stolen from the US' National Security Agency (NSA) last summer. It is believed that NSA spies had been using the exploits to secretly break into computers running older versions of Windows, including XP and Vista. Microsoft says "most of the exploits" have already been addressed with a series of patches – one of which was issued as recently as last month – but warned Windows users to make sure their devices are up to date. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph.

WhatsApp has started testing a new feature designed to take some of the hassle out of changing your contact details. The messaging app could soon automatically tell everybody in your address book that you've changed your phone number, which should save you a little bit of time and stress. The feature has been spotted on the beta version of WhatsApp for Windows Phone and Windows 10 Mobile, by @WABetaInfo. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.

DIGITAL technology has changed the industrial and manufacturing world. The convergence of the Internet of Things, Artificial Intelligence and robots, among other technologies, has enabled smart factories and the quantum leap into Industry 4.0. As Malaysia braces for her own transformation in manufacturing, various ministries and government agencies are paving the way to establish a foundation that will push the nation toward a technology-driven economy based on the progressive ideals of Industry 4.0. Their collective effort is all-encompassing and cuts through all socio-economic borders. "To remain competitive, we have to embrace new technology such as automation. Industry 4.0 will be a total transformation of the economy. Whether one chooses to embrace it or not, it is inevitable. We need to organise ourselves to participate in and make plans for it," says Minister of Science, Technology and Innovation (Mosti) Datuk Seri Wilfred Madius Tangau.