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Information and communication technology has changed rapidly over the past 20 years with a key development being the emergence of social media.

The pace of change is accelerating. For example, the development of mobile technology has played an important role in shaping the impact of social media. Across the globe, mobile devices dominate in terms of total minutes spent online. This puts the means to connect anywhere, at any time on any device in everyone’s hands.

The Next Big thing? The memristor, a microscopic component that can "remember" electrical states even when turned off. It's expected to be far cheaper and faster than flash storage. A theoretical concept since 1971, it has now been built in labs and is already starting to revolutionize everything we know

Shallow neural network: The Shallow neural network has only one hidden layer between the input and output.

Deep neural network: Deep neural networks have more than one layer. For instance, Google LeNet model for image recognition counts 22 layers.

Nowadays, deep learning is used in many ways like a driverless car, mobile phone, Google Search Engine, Fraud detection, TV, and so on.

Physiotherapy is an important part of treatment for most people with arthritis. It’s run by physiotherapists, who are part of a team of healthcare professionals who help you to resume or maintain an active and independent life both at home and work. They’re experts in assessing movement and can show you how to protect your joints. Your physiotherapist will:

offer advice and reassurance
help you to feel confident about managing your condition
address any concerns or uncertainties
set appropriate goals to keep you as active as possible.
Specialist physiotherapists are trained in diagnosing and treating joint and muscle problems, and your GP may refer you to a specialist physiotherapist rather than to a rheumatologist or orthopaedic surgeon.

Your physiotherapist will start by asking you questions and examining the joint(s) you’re finding painful. This assessment will let them tailor the treatment to your needs. Treatment may include:

a programme of specific exercises
general advice on increasing your activity level and avoiding exercise-related injuries
pain-relief treatments such as heat or ice packs, TENS (transcutaneous electrical nerve stimulation) machines, massage, manipulation, acupuncture or taping
providing walking aids or splints to help you stay mobile and independent.

Human papillomaviruses (HPVs) are ubiquitous, well adapted to their host and cleverly sequestered away from immune responses. HPV infections can be productive, subclinical or latent in both skin and mucosa. The causal association of HPV with cervical cancer, and increasingly with rising numbers of squamous cell carcinomas at other sites in both men and women, is increasingly recognised, while the morbidity of cutaneous HPV lesions, particularly in the immunosuppressed population is also significant. This chapter sets out the range of infections and clinical manifestations of the consequences of infection and its persistence and describes why HPVs are both highly effective pathogens and carcinogens, challenging to eliminate.

Virology, together with all of biomedical sciences, is undergoing a revolution that can be encapsulated as a transition from reductionism to systems biology. This third edition of Viral Pathogenesis reflects this paradigm shift and the new perspective it brings to the field. Accordingly, this edition is organized in four different parts: (I) History and essentials of viral pathogenesis; (II) Systems-level approaches to viral pathogenesis; (III) Emergence and control of viral infections; and (IV) Past and future. Part I sets forth our knowledge based on long-established methods in pathology, virology, and adaptive immunity. This section provides the background for the rest of the book, which focuses on current and future methods and discoveries in viral pathogenesis.

Machine-learning algorithms made possible by a combination of deep learning and artificial intelligence has dominated 2017. The dramatic rises in consumer expectation levels are also forcing businesses to simplify and personalize everything in a bid to remain relevant to their tech savvy customers.

We now have access to unlimited music to accompany us on our travels thanks to all-you-can-eat packages offered by the likes of Apple Music and Spotify. However, discovery algorithms on these digital services could never replace the art of manually creating your playlist, or could they?