Schrauwen, Benjamin: search on Z-Library

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1

Memory in linear recurrent neural networks in continuous time

Michiel Hermans, Benjamin Schrauwen

Journal:

Neural Networks

Year:

2010

Language:

english

File:

PDF, 7.73 MB

english, 2010

2

Toward optical signal processing using Photonic Reservoir Computing

Vandoorne, Kristof, Dierckx, Wouter, Schrauwen, Benjamin, Verstraeten, David, Baets, Roel, Bienstman, Peter, Van Campenhout, Jan

Journal:

Year:

2008

Language:

english

File:

PDF, 285 KB

english, 2008

3

Identification, Characterization, and Natural Selection of Mutations Driving Airborne Transmission of A/H5N1 Virus

Linster, Martin, van Boheemen, Sander, de Graaf, Miranda, Schrauwen, Eefje J.A., Lexmond, Pascal, Mänz, Benjamin, Bestebroer, Theo M., Baumann, Jan, van Riel, Debby, Rimmelzwaan, Guus F., Osterhaus, A

Journal:

Year:

2014

Language:

english

File:

PDF, 2.24 MB

english, 2014

4

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - End-to-end learning for music audio

Dieleman, Sander, Schrauwen, Benjamin

Year:

2014

Language:

english

File:

PDF, 320 KB

english, 2014

5

[IEEE 2013 IEEE International Symposium on Circuits and Systems (ISCAS) - Beijing (2013.5.19-2013.5.23)] 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013) - Recent advances in optical Reservoir Computing

Duport, Francois, Smerieri, Anteo, Paquot, Yvan, Schneider, Bendix, Dambre, Joni, Schrauwen, Benjamin, Haeltermann, Marc, Massar, Serge

Year:

2013

Language:

english

File:

PDF, 514 KB

english, 2013

6

Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks

D'Haene, Michiel, Hermans, Michiel, Schrauwen, Benjamin

Journal:

Neural Computation

Year:

2014

Language:

english

File:

PDF, 217 KB

english, 2014

7

Experimental demonstration of reservoir computing on a silicon photonics chip

Vandoorne, Kristof, Mechet, Pauline, Van Vaerenbergh, Thomas, Fiers, Martin, Morthier, Geert, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Journal:

Nature Communications

Year:

2014

Language:

english

File:

PDF, 660 KB

english, 2014

8

Improving reservoirs using intrinsic plasticity

Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt

Journal:

Year:

2008

Language:

english

File:

PDF, 511 KB

english, 2008

9

[IEEE EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob 2010) - Tokyo, Japan (2010.09.26-2010.09.29)] 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics - Realization of a passive compliant robot dog

Wyffels, Francis, D'Haene, Michiel, Waegeman, Tim, Caluwaerts, Ken, Nunes, Conrado, Schrauwen, Benjamin

Year:

2010

Language:

english

File:

PDF, 1.40 MB

english, 2010

10

[IEEE 2010 IEEE International Symposium on Circuits and Systems - ISCAS 2010 - Paris, France (2010.05.30-2010.06.2)] Proceedings of 2010 IEEE International Symposium on Circuits and Systems - One step Backpropagation Through Time for learning input mapping in reservoir computing applied to speech recognition

Hermans, Michiel, Schrauwen, Benjamin

Year:

2010

File:

PDF, 197 KB

2010

11

Reservoir Computing Trends

Lukoševičius, Mantas, Jaeger, Herbert, Schrauwen, Benjamin

Journal:

KI - Künstliche Intelligenz

Year:

2012

Language:

english

File:

PDF, 451 KB

english, 2012

12

SPIE Proceedings [SPIE Photonics North 2010 - Niagara Falls, Canada (Tuesday 1 June 2010)] Photonics North 2010 - Photonic reservoir computing: a new approach to optical information processing

Vandoorne, Kristof, Schriemer, Henry P., Kleiman, Rafael N., Fiers, Martin, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Year:

2010

Language:

english

File:

PDF, 841 KB

english, 2010

13

SPIE Proceedings [SPIE SPIE Photonics Europe - Brussels, Belgium (Monday 12 April 2010)] Nonlinear Optics and Applications IV - Reservoir computing: a photonic neural network for information processing

Paquot, Yvan, Dambre, Joni, Schrauwen, Benjamin, Haelterman, Marc, Massar, Serge, Eggleton, Benjamin J., Gaeta, Alexander L., Broderick, Neil G. R.

Year:

2010

Language:

english

File:

PDF, 3.51 MB

english, 2010

14

MACOP modular architecture with control primitives

Waegeman, Tim, Hermans, Michiel, Schrauwen, Benjamin

Journal:

Frontiers in Computational Neuroscience

Year:

2013

Language:

english

File:

PDF, 2.48 MB

english, 2013

15

[IEEE 2011 13th International Conference on Transparent Optical Networks (ICTON) - Stockholm, Sweden (2011.06.26-2011.06.30)] 2011 13th International Conference on Transparent Optical Networks - Advances in photonic reservoir computing on an integrated platform

Vandoorne, Kristof, Fiers, Martin, Van Vaerenbergh, Thomas, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Year:

2011

Language:

english

File:

PDF, 363 KB

english, 2011

16

[IEEE 2008 IEEE International Conference on Robotics and Automation (ICRA) - Pasadena, CA, USA (2008.05.19-2008.05.23)] 2008 IEEE International Conference on Robotics and Automation - Mobile robot control in the road sign problem using Reservoir Computing networks

Antonelo, Eric, Schrauwen, Benjamin, Stroobandt, Dirk

Year:

2008

Language:

english

File:

PDF, 485 KB

english, 2008

17

One health, multiple challenges: The inter-species transmission of influenza A virus

Short, Kirsty R., Richard, Mathilde, Verhagen, Josanne H., van Riel, Debby, Schrauwen, Eefje J.A., van den Brand, Judith M.A., Mänz, Benjamin, Bodewes, Rogier, Herfst, Sander

Journal:

Year:

2015

Language:

english

File:

PDF, 8.98 MB

english, 2015

18

[ACM Press the 22nd International Conference - Rio de Janeiro, Brazil (2013.05.13-2013.05.17)] Proceedings of the 22nd International Conference on World Wide Web - WWW '13 Companion - Using topic models for Twitter hashtag recommendation

Godin, Fréderic, Slavkovikj, Viktor, De Neve, Wesley, Schrauwen, Benjamin, Van de Walle, Rik

Year:

2013

Language:

english

File:

PDF, 378 KB

english, 2013

19

Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing

Eric. A. Antonelo, Benjamin Schrauwen, Jan Van Campenhout

Journal:

Neural Processing Letters

Year:

2007

Language:

english

File:

PDF, 4.82 MB

english, 2007

20

A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300-based BCI

Kindermans, Pieter-Jan, Verstraeten, David, Schrauwen, Benjamin, Valdes-Sosa, Pedro Antonio

Journal:

Year:

2012

Language:

english

File:

PDF, 468 KB

english, 2012

21

Fast and Exact Simulation Methods Applied on a Broad Range of Neuron Models

D'Haene, Michiel, Schrauwen, Benjamin

Journal:

Neural Computation

Year:

2010

Language:

english

File:

PDF, 62 KB

english, 2010

22

Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach

Fiers, Martin, Van Vaerenbergh, Thomas, Caluwaerts, Ken, Vande Ginste, Dries, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Journal:

Journal of the Optical Society of America B

Year:

2012

Language:

english

File:

PDF, 482 KB

english, 2012

23

A Unified Probabilistic Approach to Improve Spelling in an Event-Related Potential-Based Brain–Computer Interface

Kindermans, Pieter-Jan, Verschore, Hannes, Schrauwen, Benjamin

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2013

Language:

english

File:

PDF, 844 KB

english, 2013

24

[IEEE 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation - (CIRA 2009) - Daejeon, Korea (South) (2009.12.15-2009.12.18)] 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation - (CIRA) - Modular reservoir computing networks for imitation learning of multiple robot behaviors

Waegeman, Tim, Antonelo, Eric, Wyffels, Francis, Schrauwen, Benjamin

Year:

2009

Language:

english

File:

PDF, 1.73 MB

english, 2009

25

[IEEE 2009 Advanced Technologies for Enhanced Quality of Life (AT-EQUAL) - Iasi, Romania (2009.07.22-2009.07.26)] 2009 Advanced Technologies for Enhanced Quality of Life - Design of a Central Pattern Generator Using Reservoir Computing for Learning Human Motion

Wyffels, Francis, Schrauwen, Benjamin

Year:

2009

Language:

english

File:

PDF, 494 KB

english, 2009

26

[IEEE 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Singapore, Singapore (2008.10.12-2008.10.15)] 2008 IEEE International Conference on Systems, Man and Cybernetics - Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network

Antonelo, Eric, Schrauwen, Benjamin, Stroobandt, Dirk

Year:

2008

Language:

english

File:

PDF, 797 KB

english, 2008

27

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Band-pass Reservoir Computing

Wyffels, Francis, Schrauwen, Benjamin, Verstraeten, David, Stroobandt, Dirk

Year:

2008

Language:

english

File:

PDF, 392 KB

english, 2008

28

Information Processing Capacity of Dynamical Systems

Dambre, Joni, Verstraeten, David, Schrauwen, Benjamin, Massar, Serge

Journal:

Scientific Reports

Year:

2012

Language:

english

File:

PDF, 366 KB

english, 2012

29

[IEEE 2010 12th International Conference on Transparent Optical Networks (ICTON) - Munich, Germany (2010.06.27-2010.07.1)] 2010 12th International Conference on Transparent Optical Networks - Photonic reservoir computing: A new approach to optical information processing

Vandoorne, Kristof, Fiers, Martin, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Year:

2010

Language:

english

File:

PDF, 192 KB

english, 2010

30

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Terrain Classification for a Quadruped Robot

Degrave, Jonas, Cauwenbergh, Robin Van, Wyffels, Francis, Waegeman, Tim, Schrauwen, Benjamin

Year:

2013

Language:

english

File:

PDF, 497 KB

english, 2013

31

Learning slow features with reservoir computing for biologically-inspired robot localization

Eric Antonelo, Benjamin Schrauwen

Journal:

Neural Networks

Year:

2012

Language:

english

File:

PDF, 2.93 MB

english, 2012

32

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Compact hardware for real-time speech recognition using a Liquid State Machine

Schrauwen, Benjamin, D'Haene, Michiel, Verstraeten, David, Van Campenhout, Jan

Year:

2007

Language:

english

File:

PDF, 3.55 MB

english, 2007

33

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - The spectral radius remains a valid indicator of the Echo state property for large reservoirs

Caluwaerts, Ken, Wyffels, Francis, Dieleman, Sander, Schrauwen, Benjamin

Year:

2013

Language:

english

File:

PDF, 2.19 MB

english, 2013

34

[IEEE 2010 IEEE International Conference on Robotics and Automation (ICRA 2010) - Anchorage, AK (2010.05.3-2010.05.7)] 2010 IEEE International Conference on Robotics and Automation - Supervised learning of internal models for autonomous goal-oriented robot navigation using Reservoir Computing

Antonelo, Eric A, Schrauwen, Benjamin

Year:

2010

Language:

english

File:

PDF, 1.96 MB

english, 2010

35

AIP Conference Proceedings [AIP NUMERICAL ANALYSIS AND APPLIED MATHEMATICS ICNAAM 2012: International Conference of Numerical Analysis and Applied Mathematics - Kos, Greece (19–25 September 2012)] - Towards fully analog hardware reservoir computing for speech recognition

Smerieri, Anteo, Duport, François, Paquot, Yvan, Haelterman, Marc, Schrauwen, Benjamin, Massar, Serge

Year:

2012

Language:

english

File:

PDF, 170 KB

english, 2012

36

SPIE Proceedings [SPIE SPIE OPTO - San Francisco, California (Saturday 22 January 2011)] Optoelectronic Integrated Circuits XIII - Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing

Vandoorne, Kristof, Eldada, Louay A., Lee, El-Hang, Fiers, Martin, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Year:

2011

Language:

english

File:

PDF, 840 KB

english, 2011

37

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

Ongenae, Femke, Van Looy, Stijn, Verstraeten, David, Verplancke, Thierry, Benoit, Dominique, De Turck, Filip, Dhaene, Tom, Schrauwen, Benjamin, Decruyenaere, Johan

Journal:

Engineering Applications of Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 476 KB

english, 2013

38

Event management for large scale event-driven digital hardware spiking neural networks

Caron, Louis-Charles, D’Haene, Michiel, Mailhot, Frédéric, Schrauwen, Benjamin, Rouat, Jean

Journal:

Neural Networks

Year:

2013

Language:

english

File:

PDF, 1.15 MB

english, 2013

39

[IEEE 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO) - Shenzhen, China (2013.12.12-2013.12.14)] 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO) - Comparing trotting and turning strategies on the quadrupedal oncilla robot

Degrave, Jonas, Burm, Michael, Waegeman, Tim, Wyffels, Francis, Schrauwen, Benjamin

Year:

2013

Language:

english

File:

PDF, 1.33 MB

english, 2013

40

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Memory in reservoirs for high dimensional input

Hermans, Michiel, Schrauwen, Benjamin

Year:

2010

Language:

english

File:

PDF, 775 KB

english, 2010

41

Linking non-binned spike train kernels to several existing spike train metrics

Benjamin Schrauwen, Jan Van Campenhout

Journal:

Year:

2007

Language:

english

File:

PDF, 1.13 MB

english, 2007

42

Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns

Fiers, Martin Andre Agnes, Van Vaerenbergh, Thomas, Wyffels, Francis, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 1.77 MB

english, 2014

43

Accelerating Event-Driven Simulation of Spiking Neurons with Multiple Synaptic Time Constants

D'Haene, Michiel, Schrauwen, Benjamin, Van Campenhout, Jan, Stroobandt, Dirk

Journal:

Neural Computation

Year:

2009

Language:

english

File:

PDF, 283 KB

english, 2009

44

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Memory versus non-linearity in reservoirs

Verstraeten, David, Dambre, Joni, Dutoit, Xavier, Schrauwen, Benjamin

Year:

2010

Language:

english

File:

PDF, 719 KB

english, 2010

45

Memristor Models for Machine Learning

Carbajal, Juan Pablo, Dambre, Joni, Hermans, Michiel, Schrauwen, Benjamin

Journal:

Neural Computation

Year:

2015

Language:

english

File:

PDF, 493 KB

english, 2015

46

On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures

Antonelo, Eric Aislan, Schrauwen, Benjamin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 8.95 MB

english, 2015

47

SPIE Proceedings [SPIE SPIE Photonics Europe - Brussels, Belgium (Monday 16 April 2012)] Nonlinear Optics and Applications VI - Computing using delayed feedback systems: towards photonics

Appeltant, L., Soriano, M. C., Van der Sande, G., Danckaert, J., Massar, S., Dambre, J., Schrauwen, B., Mirasso, C. R., Fischer, I., Eggleton, Benjamin J., Gaeta, Alexander L., Broderick, Neil G.

Year:

2012

Language:

english

File:

PDF, 376 KB

english, 2012

48

[IEEE 2008 10th Brazilian Symposium on Neural Networks (SBRN) - Salvador, Brazil (2008.10.26-2008.10.30)] 2008 10th Brazilian Symposium on Neural Networks - Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing

Antonelo, Eric A., Schrauwen, Benjamin, Stroobandt, Dirk

Year:

2008

Language:

english

File:

PDF, 1.14 MB

english, 2008

49

Zero Training for BCI – Reality for BCI Systems Based on Event-Related Potentials

Tangermann, Michael, Kindermans, Pieter-Jan, Schreuder, Martijn, Schrauwen, Benjamin, Müller, Klaus-Robert

Journal:

Biomedical Engineering/ Biomedizinische Technik

Year:

2013

Language:

english

File:

PDF, 119 KB

english, 2013

50

Compact hardware liquid state machines on FPGA for real-time speech recognition

Benjamin Schrauwen, Michiel D’Haene, David Verstraeten, Jan Van Campenhout

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1.08 MB

english, 2008

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