WorldCat Identities

Schmidhuber, Jürgen

Overview
Works: 31 works in 50 publications in 2 languages and 470 library holdings
Genres: Conference proceedings 
Roles: Author, Editor, Creator
Classifications: Q334, 006.3
Publication Timeline
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Most widely held works by Jürgen Schmidhuber
Artificial general intelligence : 4th international conference, AGI 2011, Mountain View, CA, USA, August 3 - 6, 2011 ; proceedings by Jürgen Schmidhuber( Book )

14 editions published in 2011 in English and Undetermined and held by 49 WorldCat member libraries worldwide

Annotation
Complexity monotone in conditions and future prediction errors( )

1 edition published in 2006 in English and held by 16 WorldCat member libraries worldwide

Dynamische neuronale Netze und das fundamentale raumzeitliche Lernproblem by Jürgen Schmidhuber( Book )

1 edition published in 1990 in German and held by 14 WorldCat member libraries worldwide

An O(n3) learning algorithm for fully recurrent networks by Jürgen Schmidhuber( Book )

2 editions published in 1991 in German and held by 5 WorldCat member libraries worldwide

Neural sequence chunkers by Jürgen Schmidhuber( Book )

1 edition published in 1991 in German and held by 5 WorldCat member libraries worldwide

Adaptive confidence and adaptive curiosity by Jürgen Schmidhuber( Book )

1 edition published in 1991 in German and held by 4 WorldCat member libraries worldwide

Learning to generate focus trajectories for attentive vision by Jürgen Schmidhuber( Book )

1 edition published in 1990 in German and held by 4 WorldCat member libraries worldwide

Towards compositional learning with dynamic neural networks by Jürgen Schmidhuber( Book )

1 edition published in 1990 in German and held by 4 WorldCat member libraries worldwide

On learning how to learn learning strategies by Jürgen Schmidhuber( Book )

2 editions published between 1994 and 1995 in English and held by 3 WorldCat member libraries worldwide

Learning to control fast-weight memories an alternative to dynamic recurrent networks by Jürgen Schmidhuber( Book )

1 edition published in 1991 in German and held by 3 WorldCat member libraries worldwide

Making the world differentiable on using self supervised fully recurrent neural networks for dynamic reinforcement learning and planning in non-stationary environments by Jürgen Schmidhuber( Book )

1 edition published in 1990 in German and held by 3 WorldCat member libraries worldwide

Discovering problem solutions with low Kolmogorov complexity and high generalization capability by Jürgen Schmidhuber( Book )

1 edition published in 1994 in English and held by 3 WorldCat member libraries worldwide

Algorithmic art by Jürgen Schmidhuber( Book )

1 edition published in 1994 in English and held by 3 WorldCat member libraries worldwide

Semilinear predictability minimization produces orientation sensitive edge detectors by Jürgen Schmidhuber( Book )

1 edition published in 1994 in English and held by 3 WorldCat member libraries worldwide

A local learning algorithm for dynamic feedforward and recurrent networks by Jürgen Schmidhuber( Book )

1 edition published in 1990 in German and held by 3 WorldCat member libraries worldwide

Long short term memory by Sepp Hochreiter( Book )

2 editions published between 1994 and 1995 in English and held by 3 WorldCat member libraries worldwide

Flat minimum search finds simple nets by Sepp Hochreiter( Book )

1 edition published in 1994 in English and held by 3 WorldCat member libraries worldwide

Discovering predictable classifications by Jürgen Schmidhuber( Book )

2 editions published in 1992 in English and held by 2 WorldCat member libraries worldwide

Abstract: "Prediction problems are among the most common learning problems for neural networks (e.g., in the context of time series prediction, control, etc.). With many such problems, however, perfect prediction is inherently impossible. For such cases we present novel unsupervised systems that learn to classify patterns such that the classifications are predictable while still being as specific as possible. The approach can be related to the IMAX method of Hinton, Becker and Zemel (1989, 1991). Experiments include Becker's and Hinton's stereo task, which can be solved more readily by our system."
Learning factorial codes by predictability minimization by Jürgen Schmidhuber( Book )

2 editions published in 1991 in English and held by 2 WorldCat member libraries worldwide

Abstract: "I present a novel general principle for unsupervised learning of distributed non-redundant internal representations of input patterns or input sequences. With a given set of representational units, each unit tries to react to the environment such that it minimizes its predictability by an adaptive predictor that sees all the other units. This encourages each unit to filter 'abstract concepts' out of the environmental input such that these concepts are statistically independent of those upon which the other units focus
Steps towards "self-referential" neural learning : a thought experiment by Jürgen Schmidhuber( Book )

2 editions published in 1992 in English and held by 2 WorldCat member libraries worldwide

The network has additional special input and output units for sequentially addressing, analyzing and manipulating all of its own adaptive components (weights), including those weights responsible for addressing, analyzing and manipulating weights. Due to the generality of the architecture, there are no theoretical limits to the sophistication of the modified weight change algorithms running on the network (except for unavoidable pre-wired time and storage constraints). In theory, the network's weight matrix can learn not only to change itself, but it can also learn the way it changes itself, and the way it changes the way it changes itself -- and so on ad infinitum
 
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Audience Level
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Audience level: 0.78 (from 0.53 for Artificial ... to 0.96 for A local le ...)

Alternative Names
Jürgen Schmidhuber deutscher Informatiker, Künstler und Kodirektor des Schweizer Forschungsinstituts für Künstliche Intelligenz IDSIA

Jürgen Schmidhuber Swiss computer scientist

Jürgen Schmidhuber tysk datavetare

Jürgen Schmidhuber tysk informatikar

Jürgen Schmidhuber tysk informatiker

Schmidhuber, J.

Schmidhuber, J. (Jürgen)

Languages
English (27)

German (10)

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