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1

The role of the asymptotic dynamics in the design of FPGA-based hardware implementations of gIF-type neural networks

Horacio Rostro-Gonzalez, Bruno Cessac, Bernard Girau, Cesar Torres-Huitzil

Journal:

Journal of Physiology-Paris

Year:

2011

Language:

english

File:

PDF, 665 KB

english, 2011

2

FPGA implementation of a configurable neuromorphic CPG-based locomotion controller

Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar

Journal:

Neural Networks

Year:

2013

Language:

english

File:

PDF, 2.73 MB

english, 2013

3

[IEEE Distributed Processing, Workshops and Phd Forum (IPDPSW) - Anchorage, AK, USA (2011.05.16-2011.05.20)] 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum - On a Hybrid and General Control Scheme for Algorithms Represented as a Polytope

Perez-Andrade, Roberto, Torres-Huitzil, Cesar, Cumplido, Rene, Campos, Juan M.

Year:

2011

Language:

english

File:

PDF, 579 KB

english, 2011

4

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - An FPGA-based approach for parameter estimation in spiking neural networks

Rostro-Gonzalez, Horacio, Garreau, Guillaume, Andreou, Andreas, Georgiou, Julius, Barron-Zambrano, Jose H., Torres-Huitzil, Cesar

Year:

2012

Language:

english

File:

PDF, 771 KB

english, 2012

5

[IEEE 2015 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE) - Cuernavaca, Morelos, Mexico (2015.11.24-2015.11.27)] 2015 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE) - Four Level Haar Transform Architecture for Feature Extraction

Flores-Flores, Roy, Tecpanecatl-Xihuitl, J. Luis, Aguilar-Ponce, Ruth M., Torres-Huitzil, Cesar

Year:

2015

Language:

english

File:

PDF, 1.02 MB

english, 2015

6

A Spatio-Temporal Approach to Individual Mobility Modeling in On-Device Cognitive Computing Platforms

Pérez-Torres, Rafael, Torres-Huitzil, César, Galeana-Zapién, Hiram

Journal:

Year:

2019

Language:

english

File:

PDF, 2.49 MB

english, 2019

7

On-chip visual perception of motion: A bio-inspired connectionist model on FPGA

César Torres-Huitzil, Bernard Girau, Claudio Castellanos-Sánchez

Journal:

Neural Networks

Year:

2005

Language:

english

File:

PDF, 183 KB

english, 2005

8

Real-time image processing with a compact FPGA-based systolic architecture

César Torres-Huitzil, Miguel Arias-Estrada

Journal:

Real-Time Imaging

Year:

2004

Language:

english

File:

PDF, 355 KB

english, 2004

9

[IEEE Comput. Soc Fifth IEEE International Workshop on Computer Architectures for Machine Perception - Padova, Italy (11-13 Sept. 2000)] Proceedings Fifth IEEE International Workshop on Computer Architectures for Machine Perception - An FPGA architecture for high speed edge and corner detection

Torres-Huitzil, C., Arias-Estrada, M.

Year:

2000

Language:

english

File:

PDF, 457 KB

english, 2000

10

Massively distributed digital implementation of an integrate-and-fire LEGION network for visual scene segmentation

Bernard Girau, Cesar Torres-Huitzil

Journal:

Year:

2007

Language:

english

File:

PDF, 404 KB

english, 2007

11

[IEEE 2012 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) - Amherst, MA, USA (2012.08.19-2012.08.21)] 2012 IEEE Computer Society Annual Symposium on VLSI - A Hardware Architecture for Image Clustering Using Spiking Neural Networks

Nuno-Maganda, Marco Aurelio, Arias-Estrada, Miguel, Torres-Huitzil, Cesar, Aviles-Arriaga, Hector Hugo, Hern'ndez-Mier, Yahir, Morales-Sandoval, Miguel

Year:

2012

Language:

english

File:

PDF, 440 KB

english, 2012

12

[IEEE 2011 International Conference on Reconfigurable Computing and FPGAs (ReConFig 2011) - Cancun, Mexico (2011.11.30-2011.12.2)] 2011 International Conference on Reconfigurable Computing and FPGAs - FPGA-based CPG Robot Locomotion Modulation Using a Fuzzy Scheme and Visual Information

Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar, Garcia-Hernandez, Jose Juan

Year:

2011

Language:

english

File:

PDF, 394 KB

english, 2011

13

[IEEE 2003 IEEE International Workshop on Computer Architectures for Machine Perception - New Orleans, LA, USA (12-16 May 2003)] 2003 IEEE International Workshop on Computer Architectures for Machine Perception - A Real-Time FPGA-based Architecture for Optical Flow Computation

Maya-Rueda, S.E., Torres-Huitzil, C., Arias-Estrada, M.O.

Year:

2003

Language:

english

File:

PDF, 3.23 MB

english, 2003

14

[IEEE 2012 International Conference on Reconfigurable Computing and FPGAs (ReConFig 2012) - Cancun, Mexico (2012.12.5-2012.12.7)] 2012 International Conference on Reconfigurable Computing and FPGAs - Versatile FPGA-based locomotion platform for legged robots

Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar, Rostro-Gonzalez, Horacio

Year:

2012

Language:

english

File:

PDF, 529 KB

english, 2012

15

[IEEE Proceedings of the Fifth Mexican International Conference in Computer Science, 2004. ENC 2004. - Colima, Mexico (Sept. 20-24, 2004)] Proceedings of the Fifth Mexican International Conference in Computer Science, 2004. ENC 2004. - A hybrid approach for target detection using CFAR algorithm and image processing

Lopez-Estrada, S., Cumplido-Parra, R., Torres-Huitzil, C.

Year:

2004

Language:

english

File:

PDF, 410 KB

english, 2004

16

[IEEE 2012 World Congress on Information and Communication Technologies (WICT) - Trivandrum, India (2012.10.30-2012.11.2)] 2012 World Congress on Information and Communication Technologies - A power-aware middleware for location & context aware mobile apps with cloud computing interaction

Perez-Torres, Rafael, Torres-Huitzil, Cesar

Year:

2012

Language:

english

File:

PDF, 842 KB

english, 2012

17

FPGA-based fast computation of gray-level morphological granulometries

Torres-Huitzil, Cesar

Journal:

Journal of Real-Time Image Processing

Year:

2016

Language:

english

File:

PDF, 704 KB

english, 2016

18

[IEEE 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2011) - Merida City, Mexico (2011.10.26-2011.10.28)] 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control - Mechanism for dynamic deployment of plastic mobile cross-platform user interfaces

Giron, J. E., Mendoza, S., Torres-Huitzil, C.

Year:

2011

Language:

english

File:

PDF, 2.48 MB

english, 2011

19

[IEEE 2014 IEEE 5th Latin American Symposium on Circuits and Systems (LASCAS) - Santiago, Chile (2014.02.25-2014.02.28)] 2014 IEEE 5th Latin American Symposium on Circuits and Systems - FPGA-based real-time citrus classification system

Nuno-Maganda, Marco Aurelio, Hernandez-Mier, Yahir, Torres-Huitzil, Cesar, Jimenez-Arteaga, Josue

Year:

2014

Language:

english

File:

PDF, 306 KB

english, 2014

20

[IEEE 2012 22nd International Conference on Electrical Communications and Computers (CONIELECOMP) - Cholula, Puebla, Mexico (2012.02.27-2012.02.29)] CONIELECOMP 2012, 22nd International Conference on Electrical Communications and Computers - FPGA implementation of Pseudorandom Number Generators with a generic 2-D cellular automata architecture

Delgadillo-Escobar, Marco, Torres-Huitzil, Cesar

Year:

2012

Language:

english

File:

PDF, 1.07 MB

english, 2012

21

Fast hardware architecture for grey-level image morphology with flat structuring elements

Torres-Huitzil, Cesar

Journal:

IET Image Processing

Year:

2014

Language:

english

File:

PDF, 928 KB

english, 2014

22

[IEEE 2008 International Conference on Reconfigurable Computing and FPGAs (ReConFig) - Cancun, Mexico (2008.12.3-2008.12.5)] 2008 International Conference on Reconfigurable Computing and FPGAs - Flexible Architecture for Three Classes of Optical Flow Extraction Algorithms

Barrón-Zambrano, José Hugo, Torres-Huitzil, Cesar, Cerda, Mauricio

Year:

2008

Language:

english

File:

PDF, 258 KB

english, 2008

23

[IEEE 2013 IEEE 4th Latin American Symposium on Circuits and Systems (LASCAS) - Cusco (2013.2.27-2013.3.1)] 2013 IEEE 4th Latin American Symposium on Circuits and Systems (LASCAS) - Hardware realization of a lightweight 2D cellular automata-based cipher for image encryption

Torres-Huitzil, C.

Year:

2013

Language:

english

File:

PDF, 1.31 MB

english, 2013

24

[IEEE 2008 International Conference on Reconfigurable Computing and FPGAs (ReConFig) - Cancun, Mexico (2008.12.3-2008.12.5)] 2008 International Conference on Reconfigurable Computing and FPGAs - Embedded Harmonic Control for Trajectory Planning in Large Environments

Torres-Huitzil, Cesar, Girau, Bernard, Boumaza, Amine, Scherrer, Bruno

Year:

2008

Language:

english

File:

PDF, 401 KB

english, 2008

25

[IEEE Graphics (ICIG) - Hefei, Anhui, China (2011.08.12-2011.08.15)] 2011 Sixth International Conference on Image and Graphics - A Hardware Coprocessor Integrated with OpenCV for Edge Detection Using Cellular Neural Networks

Nuno-Maganda, Marco Aurelio, Morales-Sandoval, Miguel, Torres-Huitzil, Cesar

Year:

2011

Language:

english

File:

PDF, 369 KB

english, 2011

26

[IEEE 2013 International Conference on ReConFigurable Computing and FPGAs (ReConFig) - Cancun, Mexico (2013.12.9-2013.12.11)] 2013 International Conference on Reconfigurable Computing and FPGAs (ReConFig) - Processor arrays generation for matrix algorithms used in embedded platforms

Perez-Andrade, Roberto, Torres-Huitzil, Cesar, Cumplido, Rene, Campos, Juan M.

Year:

2013

Language:

english

File:

PDF, 282 KB

english, 2013

27

[IEEE 2007 3rd Southern Conference on Programmable Logic - Mar del Plata, Argentina (2007.02.28-2007.02.26)] 2007 3rd Southern Conference on Programmable Logic - An Efficient Scalable Parallel Hardware Architecture for Multilayer Spiking Neural Networks

Nuno-Maganda, Marco Aurelio, Arias-Estrada, Miguel, Torres-Huitzil, Cesar

Year:

2007

Language:

english

File:

PDF, 3.20 MB

english, 2007

28

[IEEE 2006 International Conference on Field Programmable Logic and Applications - Madrid, Spain (2006.08.28-2006.08.30)] 2006 International Conference on Field Programmable Logic and Applications - Area-Efficient Implementation of a Pulse-Mode Neuron Model

Torres-Huitzil, Cesar

Year:

2006

Language:

english

File:

PDF, 175 KB

english, 2006

29

[IEEE 2005 IEEE International Joint Conference on Neural Networks, 2005. - MOntreal, QC, Canada (July 31-Aug. 4, 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Digital implementation of a bio-inspired neural model for motion estimation

Torres-Huitzil, C., Girau, B., Castellanos-Sanchez, C.

Year:

2005

Language:

english

File:

PDF, 3.56 MB

english, 2005

30

[IEEE 2009 International Conference on Reconfigurable Computing and FPGAs (ReConFig) - Cancun, Mexico (2009.12.9-2009.12.11)] 2009 International Conference on Reconfigurable Computing and FPGAs - On the Implementation of Central Pattern Generators for Periodic Rhythmic Locomotion

Torres-Huitzil, Cesar

Year:

2009

Language:

english

File:

PDF, 484 KB

english, 2009

31

[IEEE 2007 International Conference on Field-Programmable Technology - Kitakyusyu, Japan (2007.12.12-2007.12.14)] 2007 International Conference on Field-Programmable Technology - High Performance Hardware Implementation of SpikeProp Learning: Potential and Tradeoffs

Nuno-Maganda, Marco Aurelio, Arias-Estrada, Miguel, Torres-Huitzil, Cesar

Year:

2007

Language:

english

File:

PDF, 3.46 MB

english, 2007

32

[IEEE 2013 IEEE 56th International Midwest Symposium on Circuits and Systems (MWSCAS) - Columbus, OH, USA (2013.08.4-2013.08.7)] 2013 IEEE 56th International Midwest Symposium on Circuits and Systems (MWSCAS) - Digital watermarking of color images utilizing mobile platforms

Delgado-Guillen, Lorenzo Antonio, Garcia-Hernandez, Jose Juan, Torres-Huitzil, Cesar

Year:

2013

Language:

english

File:

PDF, 2.29 MB

english, 2013

33

[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 - Two-phase GA parameter tunning method of CPGs for quadruped gaits

Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar

Year:

2011

Language:

english

File:

PDF, 1.21 MB

english, 2011

34

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Hardware implementation of Spiking Neural Network classifiers based on backpropagation-based learning algorithms

Nuno-Maganda, Marco Aurelio, Arias-Estrada, Miguel, Torres-Huitzil, Cesar, Girau, Bernard

Year:

2009

Language:

english

File:

PDF, 3.54 MB

english, 2009

35

[IEEE 2005 IEEE International Conference on Field-Programmable Technology, 2005. - Singapore, China (11-14 Dec. 2005)] Proceedings. 2005 IEEE International Conference on Field-Programmable Technology, 2005. - FPGA implementation of an excitatory and inhibitory connectionist model for motion perception

Torres-Huitzil, C., Girau, B.

Year:

2005

Language:

english

File:

PDF, 211 KB

english, 2005

36

[IEEE 2014 International Conference on ReConFigurable Computing and FPGAs (ReConFig) - Cancun, Mexico (2014.12.8-2014.12.10)] 2014 International Conference on ReConFigurable Computing and FPGAs (ReConFig14) - Spiking dynamic neural fields architectures on FPGA

de Vangel, Benoit Chappet, Torres-Huitzil, Cesar, Girau, Bernard

Year:

2014

Language:

english

File:

PDF, 436 KB

english, 2014

37

Mobile Phone Middleware Architecture for Energy and Context Awareness in Location-Based Services

Galeana-Zapién, Hiram, Torres-Huitzil, César, Rubio-Loyola, Javier

Journal:

Year:

2014

Language:

english

File:

PDF, 1.34 MB

english, 2014

38

A CPG system based on spiking neurons for hexapod robot locomotion

Rostro-Gonzalez, H., Cerna-Garcia, P.A., Trejo-Caballero, G., Garcia-Capulin, C.H., Ibarra-Manzano, M.A., Avina-Cervantes, J.G., Torres-Huitzil, C.

Journal:

Year:

2015

Language:

english

File:

PDF, 8.61 MB

english, 2015

39

An efficient FPGA architecture for integer η th root computation

Rangel-Valdez, Nelson, Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar, Torres-Jimenez, Jose

Journal:

International Journal of Electronics

Year:

2014

Language:

english

File:

PDF, 603 KB

english, 2014

40

Randomly Spiking Dynamic Neural Fields

Vangel, Benoît Chappet De, Torres-huitzil, Cesar, Girau, Bernard

Journal:

ACM Journal on Emerging Technologies in Computing Systems

Year:

2015

Language:

english

File:

PDF, 3.08 MB

english, 2015

41

Processor arrays generation for matrix algorithms used in embedded platforms implemented on FPGAs

Pérez-Andrade, Roberto, Torres-Huitzil, César, Cumplido, René

Journal:

Microprocessors and Microsystems

Year:

2015

Language:

english

File:

PDF, 1.87 MB

english, 2015

42

A temporal coding hardware implementation for spiking neural networks

Nuño-Maganda, Marco, Torres-Huitzil, Cesar

Journal:

ACM SIGARCH Computer Architecture News

Year:

2011

Language:

english

File:

PDF, 435 KB

english, 2011

43

Perception-driven adaptive CPG-based locomotion for hexapod robots

Barron-Zambrano, Jose Hugo, Torres-Huitzil, Cesar, Girau, Bernard

Journal:

Year:

2015

Language:

english

File:

PDF, 14.47 MB

english, 2015

44

[IEEE 2015 IEEE 6th Latin American Symposium on Circuits & Systems (LASCAS 2015) - Montevideo, Uruguay (2015.2.24-2015.2.27)] 2015 IEEE 6th Latin American Symposium on Circuits & Systems (LASCAS) - Robust smartphone-based human activity recognition using a tri-axial accelerometer

Torres-Huitzil, Cesar, Nuno-Maganda, Marco

Year:

2015

Language:

english

File:

PDF, 776 KB

english, 2015

45

Versatile educational and research robotic platform based on reconfigurable hardware

C. A. Lara-nino, C. Torres-huitzil, J. H. Barron-zambrano

Year:

2014

Language:

english

File:

PDF, 443 KB

english, 2014

46

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Stochastic and asynchronous spiking dynamic neural fields

de Vangel, Benoit Chappet, Torres-Huitzil, Cesar, Girau, Bernard

Year:

2015

Language:

english

File:

PDF, 1.25 MB

english, 2015

47

Power management techniques in smartphone-based mobility sensing systems: A survey

Pérez-Torres, Rafael, Torres-Huitzil, César, Galeana-Zapién, Hiram

Journal:

Pervasive and Mobile Computing

Year:

2016

Language:

english

File:

PDF, 774 KB

english, 2016

48

[IEEE 2002 IEEE International Conference on Field-Programmable Technology (FPT) - Hong Kong, China (16-18 Dec. 2002)] 2002 IEEE International Conference on Field-Programmable Technology, 2002. (FPT). Proceedings. - A reconfigurable vision system for real-time applications

Torres-Huitzil, C., Maya-Rueda, S.E., Arias-Estrada, M.

Year:

2002

File:

PDF, 264 KB

2002

49

[IEEE 2002 IEEE International Conference on Field-Programmable Technology (FPT) - Hong Kong, China (16-18 Dec. 2002)] 2002 IEEE International Conference on Field-Programmable Technology, 2002. (FPT). Proceedings. - A reconfigurable vision system for real-time applications

Torres-Huitzil, C., Maya-Rueda, S.E., Arias-Estrada, M.

Year:

2002

Language:

english

File:

PDF, 264 KB

english, 2002

50

FPGA-Based Configurable Systolic Architecture for Window-Based Image Processing

Torres-Huitzil, César, Arias-Estrada, Miguel

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2005

Language:

english

File:

PDF, 886 KB

english, 2005

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