Advances in Computer Science and Ubiquitous Computing: CSA-Cute2016

Książki

Sklep: KrainaKsiazek.pl

Advances in Intelligent Systems and Computing: Selected Papers from the International Conference on Computer Science and Information Technologies, Csi

Książki

Sklep: KrainaKsiazek.pl

Advances In Visual Computing

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science>Artificial intelligence>Pattern recognition

0x00a6ee2900000000

Sklep: Gigant.pl

Advances And Innovations In Systems, Computing Sciences

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science

0x00a6067800000000

Sklep: Gigant.pl

Innovations And Advances In Computer, Information, Systems

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science

0x00a6068a00000000

Sklep: Gigant.pl

Artificial Intelligence for Edge Computing Springer, Berlin

Książki / Literatura obcojęzyczna

It is undeniable that the recent revival of artificial intelligence (AI) has significantly changed the landscape of science in many application domains, ranging from health to defense and from conversational interfaces to autonomous cars. With terms such as "Google Home", "Alexa", and "ChatGPT" becoming household names, the pervasive societal impact of AI is clear. Advances in AI promise a revolution in our interaction with the physical world, a domain where computational intelligence has always been envisioned as a transformative force toward a better tomorrow. Depending on the application family, this domain is often referred to as Ubiquitous Computing, Cyber-Physical Computing, or the Internet of Things. The underlying vision is driven by the proliferation of cheap embedded computing hardware that can be integrated easily into myriads of everyday devices from consumer electronics, such as personal wearables and smart household appliances, to city infrastructure and industrial process control systems. One common trait across these applications is that the data that the application operates on come directly (typically via sensors) from the physical world. Thus, from the perspective of communication network infrastructure, the data originate at the network edge. From a performance standpoint, there is an argument to be made that such data should be processed at the point of collection. Hence, a need arises for Edge AI -- a genre of AI where the inference, and sometimes even the training, are performed at the point of need, meaning at the edge where the data originate.The book is broken down into three parts: core problems, distributed problems, and other cross-cutting issues. It explores the challenges arising in Edge AI contexts. Some of these challenges (such as neural network model reduction to fit resource-constrained hardware) are unique to the edge environment. They need a novel category of solutions that do not parallel more typical concerns in mainstream AI. Others are adaptations of mainstream AI challenges to the edge space. An example is overcoming the cost of data labeling. The labeling problem is pervasive, but its solution in the IoT application context is different from other contexts. This book is not a survey of the state of the art. With thousands of publications appearing in AI every year, such a survey is doomed to be incomplete on arrival. It is also not a comprehensive coverage of all the problems in the space of Edge AI. Different applications pose different challenges, and a more comprehensive coverage should be more application specific. Instead, this book covers some of the more endemic challenges across the range of IoT/CPS applications. To offer coverage in some depth, we opt to cover mainly one or a few representative solutions for each of these endemic challenges in sufficient detail, rather that broadly touching on all relevant prior work. The underlying philosophy is one of illustrating by example. The solutions are curated to offer insight into a way of thinking that characterizes Edge AI research and distinguishes its solutions from their more mainstream counterparts.

Sklep: Libristo.pl

Advances In Information Retrieval

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer security>Data encryptionKsiążki Obcojęzyczne>Angielskie>...

0x001d190b00000000

Sklep: Gigant.pl

Advances In Gpu Research And Practice

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science>Computer architecture & logic designKsiążki Obcojęzycz...

0x00965e2900000000

Sklep: Gigant.pl

Advances In Information Retrieval

Książki Obcojęzyczne>Angielskie>Computing & information technology>Databases>Data miningKsiążki Obcojęzyczne>Angielskie>Computing & ...

0x00a65d4900000000

Sklep: Gigant.pl

Advances In Combinatorial Optimization: Linear Programming Formulations Of The Traveling Salesman And Other Hard Combinatorial Optimization Problems

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer scienceKsiążki Obcojęzyczne>Angielskie>Mathematics & scienc...

0x007cee3800000000

Sklep: Gigant.pl

Advances In Visual Data Compression And Communication

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science>Image processingKsiążki Obcojęzyczne>Angielskie>...

0x01448c4100000000

Sklep: Gigant.pl

Advances In Artificial Reality And Tele - Existence

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science>Virtual reality

0x001cf2f100000000

Sklep: Gigant.pl

Advances In Computers

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science

0x01584b2300000000

Sklep: Gigant.pl

Advances In Computers

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science

0x015849f900000000

Sklep: Gigant.pl

Recent Advances In Nonlinear Speech Processing

Książki Obcojęzyczne>Angielskie>Computing & information technology>Computer science>Artificial intelligence>Speech recognition

0x00a6ee8300000000

Sklep: Gigant.pl