Excelencia en Investigación
y Posgrado



Eduardo F. Vázquez-Santacruz
PhD Student
Department of Electrical Engineering and Computer Science
CINVESTAV-IPN
Av. Científica 1145, Colonia el Bajío
Zapopan, Jalisco, 45015. MEXICO
Email: evazquezgdl.cinvestav.mx
Tel:  (33) 3777-3600
Fax:   (33) 3777-3609




Academic Degrees

· Master of Science in Computer Science, CINVESTAV-IPN, México, 2007
· BSc in Computing Systems Engineering, UDLAP, México, 2003



NEURAL COMPUTING FOR HUMANOID ROBOT PERCEPTION

My research work implies to provide to a humanoid robot a cognitive module for robot behavior learning for its own use.

Adviser of Research: Prof. Eduardo Bayro Corrochano


Researh Interests

Machine Learning & Artificial Intelligence
Robotics
Evolutionary Computation (Genetic Algorithms and Evolution Strategies)

Current Research

My research areas are applications of geometric (Clifford) algebra for modelling neural networks for artifitial vision and robotics

Key words :  neural networks, geometric algebra, pattern recognition, classification

Publications

 

  1. Eduardo Vazquez and Debrup Chakraborty, "A Modified Bottleneck Network for Dimensionality Reduction", Research in Computing Science (Special issue on Neural Networks and Associative Memories) , vol 28, pp. 127-136, 2007, [pdf]