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1

Deep learning in neural networks: An overview

Schmidhuber, Jürgen

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 504 KB

english, 2015

2

Long Short-Term Memory

Hochreiter, Sepp, Schmidhuber, Jürgen

Journal:

Neural Computation

Year:

1997

Language:

english

File:

PDF, 237 KB

english, 1997

3

LSTM: A Search Space Odyssey

Greff, Klaus, Srivastava, Rupesh K., Koutnik, Jan, Steunebrink, Bas R., Schmidhuber, Jurgen

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 3.06 MB

english, 2016

4

Learning to Forget: Continual Prediction with LSTM

Gers, Felix A., Schmidhuber, Jürgen, Cummins, Fred

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 308 KB

english, 2000

5

A Machine Learning Approach to Visual Perception of Forest Trails for Mobile Robots

Giusti, Alessandro, Guzzi, Jerome, Ciresan, Dan, He, Fang-Lin, Rodriguez, Juan Pablo, Fontana, Flavio, Faessler, Matthias, Forster, Christian, Schmidhuber, Jurgen, Di Caro, Gianni, Scaramuzza, Davide,

Journal:

IEEE Robotics and Automation Letters

Year:

2015

Language:

english

File:

PDF, 4.53 MB

english, 2015

6

Framewise phoneme classification with bidirectional LSTM and other neural network architectures

Alex Graves, Jürgen Schmidhuber

Journal:

Neural Networks

Year:

2005

Language:

english

File:

PDF, 328 KB

english, 2005

7

Learning Team Strategies: Soccer Case Studies

Rafał P. Sałustowicz, Marco A. Wiering, Jürgen Schmidhuber

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 162 KB

english, 1998

8

Global food security under climate change

Schmidhuber, J., Tubiello, F. N.

Journal:

Proceedings of the National Academy of Sciences

Year:

2007

Language:

english

File:

PDF, 260 KB

english, 2007

9

Learning to Control Fast-Weight Memories: An Alternative to Dynamic Recurrent Networks

Schmidhuber, Jürgen

Journal:

Neural Computation

Year:

1992

Language:

english

File:

PDF, 467 KB

english, 1992

10

Space Operations: Inspiring Humankind's Future || Use of Terrain-Based Analysis in Mission Design, Planning and Modeling of Operations of a Lunar Exploration Rover

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 2.43 MB

english, 2019

11

Discovering Neural Nets with Low Kolmogorov Complexity and High Generalization Capability

Jürgen Schmidhuber

Journal:

Neural Networks

Year:

1997

Language:

english

File:

PDF, 1.68 MB

english, 1997

12

Learning dynamic algorithm portfolios

Matteo Gagliolo, Jürgen Schmidhuber

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 11.90 MB

english, 2006

13

Ultimate Cognition

Jürgen Schmidhuber

Journal:

Cognitive Computation

Year:

2009

Language:

english

File:

PDF, 434 KB

english, 2009

14

Colossus was the first electronic digital computer

Schmidhuber, Jürgen

Journal:

Year:

2006

Language:

english

File:

PDF, 125 KB

english, 2006

15

Shifting Inductive Bias with Success-Story Algorithm, Adaptive Levin Search, and Incremental Self-Improvement

Jürgen Schmidhuber, Jieyu Zhao, Marco Wiering

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 424 KB

english, 1997

16

[Lecture Notes in Computer Science] Artificial General Intelligence Volume 6830 || Machine Lifelong Learning: Challenges and Benefits for Artificial General Intelligence

Schmidhuber, Jürgen, Thórisson, Kristinn R., Looks, Moshe

Year:

2011

Language:

english

File:

PDF, 167 KB

english, 2011

17

[IEEE Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium - Como, Italy (2000.07.27-2000.07.27)] Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium - Recurrent nets that time and count

Gers, F.A., Schmidhuber, J.

Year:

2000

Language:

english

File:

PDF, 511 KB

english, 2000

18

HIERARCHIES OF GENERALIZED KOLMOGOROV COMPLEXITIES AND NONENUMERABLE UNIVERSAL MEASURES COMPUTABLE IN THE LIMIT

SCHMIDHUBER, JÜRGEN

Journal:

International Journal of Foundations of Computer Science

Year:

2002

Language:

english

File:

PDF, 3.43 MB

english, 2002

19

A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients

José D. Martín-Guerrero, Faustino Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 534 KB

english, 2009

20

Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010)

Schmidhuber, J.

Journal:

IEEE Transactions on Autonomous Mental Development

Year:

2010

Language:

english

File:

PDF, 349 KB

english, 2010

21

[IEEE 2011 International Conference on Document Analysis and Recognition (ICDAR) - Beijing, China (2011.09.18-2011.09.21)] 2011 International Conference on Document Analysis and Recognition - Convolutional Neural Network Committees for Handwritten Character Classification

Ciresan, Dan Claudiu, Meier, Ueli, Gambardella, Luca Maria, Schmidhuber, Jurgen

Year:

2011

Language:

english

File:

PDF, 572 KB

english, 2011

22

LSTM recurrent networks learn simple context-free and context-sensitive languages

Gers, F.A., Schmidhuber, E.

Journal:

IEEE Transactions on Neural Networks

Year:

2001

Language:

english

File:

PDF, 209 KB

english, 2001

23

On water, steam, and string theory

Schmidhuber, Christof

Journal:

American Journal of Physics

Year:

1997

Language:

english

File:

PDF, 485 KB

english, 1997

24

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - Connectionist temporal classification

Graves, Alex, Fernández, Santiago, Gomez, Faustino, Schmidhuber, Jürgen

Year:

2006

Language:

english

File:

PDF, 291 KB

english, 2006

25

A Local Learning Algorithm for Dynamic Feedforward and Recurrent Networks

SCHMIDHUBER, JURGEN

Journal:

Connection Science

Year:

1989

Language:

english

File:

PDF, 198 KB

english, 1989

26

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Cireşan, Dan Claudiu, Meier, Ueli, Gambardella, Luca Maria, Schmidhuber, Jürgen

Journal:

Neural Computation

Year:

2010

Language:

english

File:

PDF, 556 KB

english, 2010

27

THE BIG QUESTION: Greatest Thing Since...: WHAT IS THE MOST SIGNIFICANT INVENTION OF THE PAST DECADE, AND WHAT DO YOU ANTICIPATE FOR THE FUTURE?

SHAIFALI PURI, IQBAL Z. QUADIR, GIUSEPPE BATTAGLIA, JÜRGEN SCHMIDHUBER, ARCOT DESAI NARASIMHALU, ALEXANDER BARD, AHMED ABDEL LATIF, FREDERICK BALAGADDÉ, Harry W. S. Lee and Cameron S. Parsons

Journal:

World Policy Journal

Year:

2011

Language:

english

File:

PDF, 994 KB

english, 2011

28

PowerPlay: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem

Schmidhuber, Jürgen

Journal:

Frontiers in Psychology

Year:

2013

Language:

english

File:

PDF, 683 KB

english, 2013

29

Space Operations: Inspiring Humankind's Future || The Power of High-Fidelity, Mission-Level Modeling and Simulation to Influence Spacecraft Design and Operability for Europa Clipper

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 1.75 MB

english, 2019

30

Space Operations: Inspiring Humankind's Future || The Evolution of Interface Specification for Spacecraft Command and Control

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 543 KB

english, 2019

31

Space Operations: Inspiring Humankind's Future || The Cassini Mission: Reconstructing Thirteen Years of the Most Complex Gravity-Assist Trajectory Flown to Date

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 681 KB

english, 2019

32

The Language of Filiation in the Code of Hammurapi

Schmidhuber, Christoph

Journal:

Journal of Near Eastern Studies

Year:

2020

File:

PDF, 1.03 MB

2020

33

Parameter-exploring policy gradients

Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber

Journal:

Neural Networks

Year:

2010

Language:

english

File:

PDF, 1.76 MB

english, 2010

34

Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets

Juan Antonio Pérez-Ortiz, Felix A. Gers, Douglas Eck, Jürgen Schmidhuber

Journal:

Neural Networks

Year:

2003

Language:

english

File:

PDF, 241 KB

english, 2003

35

The new AI is general and mathematically rigorous

Jürgen Schmidhuber

Journal:

Frontiers of Electrical and Electronic Engineering

Year:

2010

Language:

english

File:

PDF, 269 KB

english, 2010

36

Don't forget randomness is still just a hypothesis

Schmidhuber, Juergen

Journal:

Year:

2006

Language:

english

File:

PDF, 122 KB

english, 2006

37

Fast Online Q(λ)

Marco Wiering, Jürgen Schmidhuber

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 95 KB

english, 1998

38

Reinforcement Learning Soccer Teams with Incomplete World Models

Marco Wiering, Rafał Sałustowicz, Jürgen Schmidhuber

Journal:

Autonomous Robots

Year:

1999

Language:

english

File:

PDF, 125 KB

english, 1999

39

Optimal Ordered Problem Solver

Jürgen Schmidhuber

Journal:

Machine Learning

Year:

2004

Language:

english

File:

PDF, 324 KB

english, 2004

40

[Lecture Notes in Computer Science] Artificial General Intelligence Volume 6830 || A Family of Gödel Machine Implementations

Schmidhuber, Jürgen, Thórisson, Kristinn R., Looks, Moshe

Year:

2011

Language:

english

File:

PDF, 140 KB

english, 2011

41

[Lecture Notes in Computer Science] Artificial General Intelligence Volume 6830 || The LIDA Framework as a General Tool for AGI

Schmidhuber, Jürgen, Thórisson, Kristinn R., Looks, Moshe

Year:

2011

Language:

english

File:

PDF, 233 KB

english, 2011

42

Multi-column deep neural network for traffic sign classification

Dan Cireşan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber

Journal:

Neural Networks

Year:

2012

Language:

english

File:

PDF, 1.56 MB

english, 2012

43

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - A committee of neural networks for traffic sign classification

Ciresan, Dan, Meier, Ueli, Masci, Jonathan, Schmidhuber, Jurgen

Year:

2011

Language:

english

File:

PDF, 3.98 MB

english, 2011

44

Sequential neural text compression

Schmidhuber, J., Heil, S.

Journal:

IEEE Transactions on Neural Networks

Year:

1996

Language:

english

File:

PDF, 696 KB

english, 1996

45

Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots

Kompella, Varun Raj, Stollenga, Marijn, Luciw, Matthew, Schmidhuber, Juergen

Journal:

Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 1.71 MB

english, 2015

46

Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM

Schmidhuber, J., Gers, F., Eck, D.

Journal:

Neural Computation

Year:

2002

Language:

english

File:

PDF, 91 KB

english, 2002

47

Antígona: Una tragedia latinoamericana (review)

de la Mora, Guillermo Schmidhuber

Journal:

Latin American Theatre Review

Year:

2010

File:

PDF, 354 KB

2010

48

Space Operations: Inspiring Humankind's Future || Operations Design, Test and In-Flight Experience of the Sentinels Optical Communications Payload (OCP)

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 1.88 MB

english, 2019

49

Space Operations: Inspiring Humankind's Future || Recommendations Emerging from an Analysis of NASA’s Deep Space Communications Capacity

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 2.62 MB

english, 2019

50

Space Operations: Inspiring Humankind's Future || Creating a NASA Deep Space Optical Communications System

Pasquier, Helene, Cruzen, Craig A., Schmidhuber, Michael, Lee, Young H.

Year:

2019

Language:

english

File:

PDF, 1.12 MB

english, 2019