Research Output per year
Personal profile
Research Interests
PROCESAMIENTO DE IMAGENES Y VISION INFORMATICA, CIENCIAS DE LA COMPUTACION, CIENCIAS DE LA TECNOLOGIA, CIENCIAS DE LA INGENIERÍA
EDI
- EDI 9
SNI Level
- SNI 3
Fingerprint Dive into the research topics where J. H. Sossa-Azuela is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 2 Similar Profiles
Neural networks
Engineering & Materials Science
Data storage equipment
Engineering & Materials Science
Associative Memory
Mathematics
Pattern recognition
Engineering & Materials Science
Neurons
Engineering & Materials Science
Object recognition
Engineering & Materials Science
Binary images
Engineering & Materials Science
Neural Networks
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 1987 2020
On the accuracy and computational cost of spiking neuron implementation
Valadez-Godínez, S., Sossa, H. & Santiago-Montero, R., Feb 2020, In : Neural Networks. 122, p. 196-217 22 p.Research output: Contribution to journal › Article
Neurons
Costs and Cost Analysis
Costs
Computer Systems
Multiobjective optimization
Dendrite ellipsoidal neurons based on k-means optimization
Arce, F., Zamora, E., Fócil-Arias, C. & Sossa, H., 1 Sep 2019, In : Evolving Systems. 10, 3, p. 381-396 16 p.Research output: Contribution to journal › Article
Dendrite
K-means
Neurons
Neuron
Perceptron
Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification
Arce, F., Mendoza-Montoya, O., Zamora, E., Antelis, J. M., Sossa, H., Cantillo-Negrete, J., Carino-Escobar, R. I., Hernández, L. G. & Falcón, L. E., 1 Jan 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 80-88 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Stochastic Gradient
Dendrite
Gradient Descent
Neurons
Neuron
Fully convolutional networks for automatic pavement crack segmentation
Escalona, U., Arce, F., Zamora, E. & Sossa, H., 1 Jan 2019, In : Computacion y Sistemas. 23, 2, p. 451-460 10 p.Research output: Contribution to journal › Article
Pavements
Crack detection
Cracks
Computer vision
Computational fluid dynamics
3
Citations
(Scopus)
Learning an efficient gait cycle of a biped robot based on reinforcement learning and artificial neural networks
Gil, C. R., Calvo, H. & Sossa, H., 1 Feb 2019, In : Applied Sciences (Switzerland). 9, 3, 502.Research output: Contribution to journal › Article
Open Access
gait
Reinforcement learning
reinforcement
robots
learning
Press/Media
It is urgent for Mexico to train people for the fourth industrial revolution
26/03/18
1 item of Media coverage
Press/Media: Press / Media