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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

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

10

[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

11

[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

12

[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

13

[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

14

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

15

[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

16

[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

17

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

18

[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

19

[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

20

[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

21

[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

22

[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

23

[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

24

[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

25

[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

26

[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

27

[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

28

[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

29

[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

30

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

31

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

32

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

33

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

34

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

35

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

36

[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

37

[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

38

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

39

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

40

SPIE Proceedings [SPIE Electronic Imaging 2002 - San Jose, CA (Saturday 19 January 2002)] Real-Time Imaging VI - FPGA-based architecture for motion recovering in real-time

Arias-Estrada, Miguel, Maya-Rueda, Selene E., Torres-Huitzil, Cesar, Kehtarnavaz, Nasser

Year:

2002

Language:

english

File:

PDF, 167 KB

english, 2002

41

SPIE Proceedings [SPIE Electronic Imaging 2002 - San Jose, CA (Saturday 19 January 2002)] Real-Time Imaging VI - Reconfigurable vision system for real-time applications

Torres-Huitzil, Cesar, Arias-Estrada, Miguel, Kehtarnavaz, Nasser

Year:

2002

Language:

english

File:

PDF, 153 KB

english, 2002

42

SPIE Proceedings [SPIE Intelligent Systems and Advanced Manufacturing - Boston, MA (Sunday 28 October 2001)] Intelligent Robots and Computer Vision XX: Algorithms, Techniques, and Active Vision - Remote hardware-reconfigurable robotic camera

Arias-Estrada, Miguel, Torres-Huitzil, Cesar, Maya-Rueda, Selene E., Casasent, David P., Hall, Ernest L.

Year:

2001

Language:

english

File:

PDF, 545 KB

english, 2001

43

SPIE Proceedings [SPIE Electronic Imaging - San Jose, CA (Saturday 22 January 2000)] Machine Vision Applications in Industrial Inspection VIII - Real-time FPGA architectures for computer vision

Arias-Estrada, Miguel, Torres-Huitzil, Cesar, Tobin, Jr., Kenneth W.

Year:

2000

Language:

english

File:

PDF, 754 KB

english, 2000

44

[ACM Press the 10th International Conference - Paris, France (2016.09.12-2016.09.15)] Proceedings of the 10th International Conference on Distributed Smart Camera - ICDSC '16 - Event based visual attention with dynamic neural field on FPGA

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

Year:

2016

Language:

english

File:

PDF, 197 KB

english, 2016

45

FPGA-based Flexible Hardware Architecture for Image Interest Point Detection

Hernandez-Lopez, Ana, Torres-Huitzil, Cesar, Garcia-Hernandez, Jose Juan

Journal:

International Journal of Advanced Robotic Systems

Year:

2015

Language:

english

File:

PDF, 2.35 MB

english, 2015

46

On an external memory scheme for processor arrays

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

Journal:

IEICE Electronics Express

Year:

2013

Language:

english

File:

PDF, 637 KB

english, 2013

47

Comparison between 2D cellular automata based pseudorandom number generators

Torres-Huitzil, Cesar, Delgadillo-Escobar, Marco, Nuno-Maganda, Marco

Journal:

IEICE Electronics Express

Year:

2012

Language:

english

File:

PDF, 273 KB

english, 2012

48

Configurable Embedded CPG-Based Control for Robot Locomotion

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

Journal:

International Journal of Advanced Robotic Systems

Year:

2012

Language:

english

File:

PDF, 1.73 MB

english, 2012

49

Fault and Error Tolerance in Neural Networks: A Review

Torres-Huitzil, Cesar, Girau, Bernard

Journal:

Year:

2017

Language:

english

File:

PDF, 5.44 MB

english, 2017

50

[IEEE 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Nancy, France (2017.6.28-2017.6.30)] 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Fault tolerance of self organizing maps

Torres-Huitzil, Cesar, Popovych, Oleksandr, Girau, Bernard

Year:

2017

Language:

english

File:

PDF, 1.08 MB

english, 2017