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Complex Valued Nonlinear Adaptive Filters
This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.
Recurrent Neural Networks for Prediction
Neural networks consist of interconnected groups of neurons which function as processing units. Through the application of neural networks, the capabilities of conventional digital signal processing techniques can be significantly enhanced.
Recurrent Neural Networks for Prediction
Durch die Anwendung rückbezüglicher neuronaler Netze läßt sich die Leistungsfähigkeit konventioneller Technologien der digitalen Datenverarbeitung signifikant erhöhen. Von besonderer Bedeutung ist dies für komplexe Aufgaben, wie z.B. die mobile Kommunikation, die Robotik und die Medizintechnik. Das Buch faßt Originalarbeiten zur Stabilität neuronaler Netze zusammen und verbindet streng mathematische Analysen mit anschaulichen Anwendungen und experimentellen Belegen.
Gangsters and Other Statesmen
How global organized crime shapes the politics of borders in modern conflicts Separatism has been on the rise across the world since the end of the Cold War, dividing countries through political strife, ethnic conflict, and civil war, and redrawing the political map. Gangsters and Other Statesmen examines the role transnational mafias play in the success and failure of separatist movements, challenging conventional wisdom about the interrelation of organized crime with peacebuilding, nationalism, and state making. Danilo Mandić conducted fieldwork in the disputed territories of Kosovo and South Ossetia, talking to mobsters, separatists, and policymakers in war zones and along major smugglin...
Smell
The SMELL volume of the 'Law and the Senses' series gathers multidisciplinary contributions engaging with human and posthuman olfactory as a means of exploring and challenging the structural and sensorial qualities of law.
Changing Youth Values in Southeast Europe
What shapes the cultural, political and ideological values of young people living in Southeastern Europe? Which identities matter to them? How are their values changing, and how can they be changed? Who is changing them? Europe’s periphery is the testing ground for the success of European values and identities. The future stability and political coherence of the Union will be determined in large measure by identity issues in this region. This book examines the ways in which ethnic and national values and identities have been surpassed as the overriding focus in the lives of the region’s youth. Employing bottom-up, ethnographic, and interview-based approaches, it explores when and where e...
Advanced Data Analytics for Power Systems
Experts in data analytics and power engineering present techniques addressing the needs of modern power systems, covering theory and applications related to power system reliability, efficiency, and security. With topics spanning large-scale and distributed optimization, statistical learning, big data analytics, graph theory, and game theory, this is an essential resource for graduate students and researchers in academia and industry with backgrounds in power systems engineering, applied mathematics, and computer science.
SEE.
Vision traditionally occupies the height of the sensorial hierarchy. The sense of clarity and purity conveyed by vision, allows it to be explicitly associated with truth and knowledge. The law has always relied on vision and representation, from eye-witnesses to photography, to imagery and emblems. The law and its normative gaze can be understood as that which decrees what is permitted to be and become visible and what is not. Indeed, even if law's perspectival view is bound to be betrayed by the realities of perception, it is nonetheless productive of real effects on the world. This first title in the interdisciplinary series 'Law and the Senses' asks how we can develop new theoretical approaches to law and seeing that go beyond a simple critique of the legal pretension to truth. This volume aims to understand how law might see and unsee, and how in its turn is seen and unseen. It explores devices and practices of visibility, the evolution of iconology and iconography, and the relation between the gaze of the law and the blindness of justice. The contributions, all radically interdisciplinary, are drawn from photography, legal theory, philosophy, and poetry.
Knowledge-Based Intelligent Information and Engineering Systems
The three volume set LNAI 4251, LNAI 4252, and LNAI 4253 constitutes the refereed proceedings of the 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006, held in Bournemouth, UK, in October 2006. The 480 revised papers presented were carefully reviewed and selected from about 1400 submissions. The papers present a wealth of original research results from the field of intelligent information processing.
Artificial Neural Networks: Biological Inspirations – ICANN 2005
This volume is the first part of the two-volume proceedings of the International C- ference on Artificial Neural Networks (ICANN 2005), held on September 11–15, 2005 in Warsaw, Poland, with several accompanying workshops held on September 15, 2005 at the Nicolaus Copernicus University, Toru , Poland. The ICANN conference is an annual meeting organized by the European Neural Network Society in cooperation with the International Neural Network Society, the Japanese Neural Network Society, and the IEEE Computational Intelligence Society. It is the premier European event covering all topics concerned with neural networks and related areas. The ICANN series of conferences was initiated in 1991 ...
