| 2015 | IJCNN | One-shot Training of Polynomial Cellular Neural Networks and applications in image processing. | Antonio Arista-Jalife, Eduardo Gmez-Ramrez |
| 2013 | IJCNN | A root location training method for polynomial cellular neural networks that implements totalistic cellular automata. | Antonio Arista-Jalife, Eduardo Gmez-Ramrez |
| 2011 | IJCNN | Forecasting time series with a logarithmic model for the Polynomial Artificial Neural Networks. | J. Carlos Luna-Sanchez, Eduardo Gmez-Ramrez, Kaddour Najim, Enso Ikonen |
| 2010 | IJCNN | Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system. | Eduardo Gmez-Ramrez, Oscar Castillo, Jos Soria |
| 2010 | IJCNN | Learning in Polynomial Cellular neural networks using quadratic programming. | Eduardo Gmez-Ramrez, Anna Rubi-Velez, Giovanni Egidio Pazienza |
| 2009 | CIARP | Computing the Weights of Polynomial Cellular Neural Networks Using Quadratic Programming. | Anna Rubi-Velez, Eduardo Gmez-Ramrez, Giovanni Egidio Pazienza |
| 2009 | IJCNN | New properties of 2D Cellular Automata found through Polynomial Cellular Neural Networks. | Giovanni Egidio Pazienza, Eduardo Gmez-Ramrez |
| 2007 | ICANN | Polynomial Cellular Neural Networks for Implementing the Game of Life. | Giovanni Egidio Pazienza, Eduardo Gmez-Ramrez, Xavier Vilass-Cardona |
| 2006 | IJCNN | Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network. | Alejandro Flores-Mndez, Eduardo Gmez-Ramrez |
| 2005 | CIARP | Nonlinear Civil Structures Identification Using a Polynomial Artificial Neural Network. | Francisco Rivero-Angeles, Eduardo Gmez-Ramrez, Rubn Garrido |
| 2004 | IJCNN | Modelling of gasoline blending via discrete-time neural networks. | Wen Yu, Marco Antonio Moreno-Armendriz, Eduardo Gmez-Ramrez |
| 1999 | CEC | Adaptive architecture of polynomial artificial neural network to forecast nonlinear time series. | Eduardo Gmez-Ramrez, Alex Poznyak, A. Gonzalez-Yunes, M. Avila-Alvarez |