WorldCat Identities

Schmidhuber, Jürgen

Overview
Works: 31 works in 45 publications in 2 languages and 401 library holdings
Genres: Conference proceedings 
Roles: Editor, Creator
Classifications: Q334, 006.3
Publication Timeline
Key
Publications about  Jürgen Schmidhuber Publications about Jürgen Schmidhuber
Publications by  Jürgen Schmidhuber Publications by Jürgen Schmidhuber
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 ( )
8 editions published in 2011 in English and Undetermined and held by 301 WorldCat member libraries worldwide
This book constitutes the refereed proceedings of the 4th International Conference on Artificial General Intelligence, AGI 2011, held in Mountain View, CA, USA, in August 2011. The 28 revised full papers and 26 short papers were carefully reviewed and selected from 103 submissions. The papers are written by leading academic and industry researchers involved in scientific and engineering work and focus on the creation of AI systems possessing general intelligence at the human level and beyond
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
Artificial general intelligence 4th international conference : proceedings ( )
2 editions published in 2011 in English 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
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
Adaptive confidence and adaptive curiosity by Jürgen Schmidhuber ( Book )
1 edition published in 1991 in German and held by 4 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
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
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
Algorithmic art by Jürgen Schmidhuber ( Book )
1 edition published in 1994 in English 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
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
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
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
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."
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: 0.58 (from 0.23 for On learnin ... to 0.66 for Artificial ...)
Alternative Names
Schmidhuber, J. (Jürgen)
Languages
English (22)
German (10)
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