| 2019 | HSI | Effective Training of RBF Networks. | Pawel Rzycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski |
| 2019 | HSI | The Impact of Architecture on the Deep Neural Networks Training. | Pawel Rzycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski |
| 2019 | ICAISC | Constructive Cascade Learning Algorithm for Fully Connected Networks. | Xing Wu, Pawel Rzycki, Janusz Kolbusz, Bogdan M. Wilamowski |
| 2018 | ICAISC | Neural Networks Saturation Reduction. | Janusz Kolbusz, Pawel Rzycki, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2018 | ICAISC | Soft Patterns Reduction for RBF Network Performance Improvement. | Pawel Rzycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2018 | ICAISC | Discrete Cosine Transform Spectral Pooling Layers for Convolutional Neural Networks. | James Seale Smith, Bogdan M. Wilamowski |
| 2018 | IECON | Implementation of Deep Neural Networks for Industry Applications. | Pawel Rzycki, Janusz Kolbusz, Grzegorz Krzos, Bogdan M. Wilamowski |
| 2017 | ICAISC | Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation. | Jaroslaw Bilski, Bogdan M. Wilamowski |
| 2017 | ICAISC | The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem. | Janusz Kolbusz, Pawel Rzycki, Bogdan M. Wilamowski |
| 2017 | ICAISC | Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation. | Angelika Olejczak, Janusz Korniak, Bogdan M. Wilamowski |
| 2017 | ICAISC | Improvement of RBF Training by Removing of Selected Pattern. | Pawel Rzycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2016 | ICAISC | Parallel Learning of Feedforward Neural Networks Without Error Backpropagation. | Jaroslaw Bilski, Bogdan M. Wilamowski |
| 2016 | ICAISC | Estimation of Deep Neural Networks Capabilities Using Polynomial Approach. | Pawel Rzycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski |
| 2016 | ICAISC | Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization. | Xing Wu, Pawel Rzycki, Bogdan M. Wilamowski |
| 2016 | IECON | An efficient grid-based clustering method by finding density peaks. | Bo Wu, Bogdan M. Wilamowski |
| 2015 | ICAISC | Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures. | Pawel Rzycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski |
| 2015 | INDIN | Cubic spline as an alternative to methods of machine learning. | Jordan Richardson, Philip D. Reiner, Bogdan M. Wilamowski |
| 2015 | INDIN | Adaptive integratable hardware realization of analog neural networks for nonlinear system. | Zhan Su, Bogdan M. Wilamowski, Ruixin Wang, Fa Foster Dai |
| 2015 | IECON | Single-DC-source 7-level CHB inverter with multicarrier level-shifted PWM. | Hani Vahedi, Mohammad Sharifzadeh, Kamal Al-Haddad, Bogdan M. Wilamowski |
| 2015 | IECON | An algorithm for visualization of big data in a two-dimensional space. | Bo Wu, Bogdan M. Wilamowski |
| 2013 | HSI | Segmentation of cerebral cortex MRI images with artificial neural network (ANN) training. | Michael S. Pukish III, Shumin Wang, Bogdan M. Wilamowski |
| 2012 | IECON | A design methodology of lossy transconductance filters. | Pradeep Dandamudi, Timothy A. Brown, Xing Wu, Marcin Jagiela, Bogdan M. Wilamowski |
| 2010 | AINA | Compensation of Sensors Nonlinearity with Neural Networks. | Nicholas J. Cotton, Bogdan M. Wilamowski |
| 2010 | AINA | Neural Network Trainer through Computer Networks. | Nam Pham, Hao Yu, Bogdan M. Wilamowski |
| 2010 | AINA | Design of Network Based Software. | Bogdan M. Wilamowski |
| 2003 | IJCNN | A VLSI implementation of mixed-signal mode bipolar neuron circuitry. | Dong Pan, Bogdan M. Wilamowski |
| 2003 | IJCNN | Solving parity-N problems with feedforward neural networks. | Bogdan M. Wilamowski, David K. Hunter, Aleksander Malinowski |
| 2000 | SMC | Establishment of a sliding mode in a nonlinear system by tuning the parameters of a fuzzy controller. | Mehmet nder Efe, Okyay Kaynak, Bogdan M. Wilamowski |
| 1999 | IJCNN | Spatial to temporal conversion of images using a pulse-coupled neural network. | Eric L. Brown, Bogdan M. Wilamowski |
| 1999 | IJCNN | Using neural networks to predict abnormal returns of quarterly earnings. | Alan M. Safer, Bogdan M. Wilamowski |
| 1999 | IJCNN | Efficient algorithm for training neural networks with one hidden layer. | Bogdan M. Wilamowski, Yixin Chen, Aleksander Malinowski |
| 1999 | IJCNN | A synchronous high-speed, high-accuracy, loser-take-all circuit. | Bogdan M. Wilamowski, Don L. Jordan |