Bøger af Peter Steiner

In an era of complex deep learning architectures like transformers, CNNs, and LSTM cells, the challenge persists: the hunger for labeled data and high energy. This dissertation explores Echo State Network (ESN), an RNN variant. ESN's efficiency in linear regression training and simplicity suggest pathways to resource-efficient, adaptable deep learning. Systematically deconstructing ESN architecture into flexible modules, it introduces basic ESN models with random weights and efficient deterministic ESN models as baselines. Diverse unsupervised pre-training methods for ESN components are evaluated against these baselines. Rigorous benchmarking across datasets - time-series classification, audio recognition - shows competitive performance of ESN models with state-of-the-art approaches. Identified nuanced use cases guiding model preferences and limitations in training methods highlight the importance of proposed ESN models in bridging reservoir computing and deep learning.

Eurostyle! Ist ein fotografischer Essay in 17 schwarz-weißen Straßenportraits. Er untersucht den Stil des jungen europäischen Straßenlebens. Die Transzendenz der Mode in eine wunderbar beleuchtete, stark ästhetische Ausdrucksweise wird dabei eingefangen

Das Buch ""Das Wissensw�����rdigste �����ber die Erscheinungen an der Sonne, der Erde und am Mond: Die Fixsterne und Kometen, nebst einer Erl�����uterung des Kalenders"" wurde 1857 von Peter Steiner ver������ffentlicht. Es bietet eine umfassende Beschreibung der Ph�����nomene, die an Sonne, Erde und Mond beobachtet werden k������nnen, sowie der Fixsterne und Kometen. Dar�����ber hinaus enth�����lt es eine detaillierte Erl�����uterung des Kalenders. Das Buch ist eine wertvolle Ressource f�����r jeden, der sich f�����r Astronomie und die Naturwissenschaften im Allgemeinen interessiert.This Book Is In German.This scarce antiquarian book is a facsimile reprint of the old original and may contain some imperfections such as library marks and notations. Because we believe this work is culturally important, we have made it available as part of our commitment for protecting, preserving, and promoting the world's literature in affordable, high quality, modern editions, that are true to their original work.

Photographs 2011-2016 is a monograph by Peter Steiner. It presents 12 work series spanning abstract portraiture to surreal landscapes. Shown are 247 intense photographs, mostly color work, and often in large spread format.

Eurostyle! is a photographic essay in 17 black and white street portraits. It studies the style of young European street life, and captures a transcendence of fashion to wonderfully lit, strong aesthetic expression.

"Literate crime thrillers don't get much better than this." -Publishers Weekly (starred) on L'AssassinPeter Steiner has thoroughly impressed sophisticated thriller mavens everywhere with his critically acclaimed novels featuring ex-CIA operative Louis Morgon. Now, in what is indubitably Steiner's finest book to date, Louis attempts to solve a mystery with roots going back as far as World War II. When Louis purchases a rundown house in Saint-Leon-sur-Dême, he quickly goes to work fixing it up. However, during the renovations, he discovers evidence of a long forgotten crime hidden beneath the floorboards. Unable to leave a good mystery unsolved, he enlists the help of his friend Renard, a French cop, and sets out to discover exactly what happened in this small French village during the Nazi occupation. As Louis and Renard search for the answer to a decades-old question, they encounter an unforgettable cast of characters, including Simon, a Jew from Berlin who leads a French resistance cell, a Nazi colonel who is not at all what he seems, and Marie Piano, whose bravery is unmatched. Soon, Louis is pulled into the secrets and lies of the past as he begins to call into question the very nature of guilt and innocence in times of war. Compelling, arresting, and complex, The Resistance is a thriller that will appeal to fans of John le Carre and Graham Greene.

When Louis Morgan finds a dead body on the doorstep of his charming little house, he teams up with the local gendarme to solve a murder.

Louis Morgon is living a quiet life of good food, good wine, and good friends. When his house is burgled, he thinks nothing of it. But neither the burglar nor the motive for the burglary are as simple as they seem. And the consequences of the seemingly trivial break-in will lead Louis and his loved ones to the ends of the earth.

Russian Formalism, one of the twentieth century's most important movements in literary criticism, has received far less attention than most of its rivals. Examining Formalism in light of more recent developments in literary theory, Peter Steiner here offers the most comprehensive critique of Formalism to date. Steiner studies the work of the...