Piotr Iwo Wójcik

According to our database, Piotr Iwo Wójcik authored at least 7 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Training neural networks on high-dimensional data using random projection.

Piotr Iwo Wójcik, Marcin Kurdziel

Pattern Anal. Appl., 2019

2018

Random Projection in Deep Neural Networks.

Piotr Iwo Wójcik

CoRR, 2018

2017

Random projection initialization for deep neural networks.

Piotr Iwo Wójcik, Marcin Kurdziel

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Encouraging orthogonality between weight vectors in pretrained deep neural networks.

Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik

Neurocomputing, 2016

2015

Identification of biomarker genes for resistance to a pathogen by a novel method for meta-analysis of single-channel microarray datasets.

Piotr Iwo Wójcik, Thérèse Ouellet, Margaret Balcerzak, Witold Dzwinel

J. Bioinform. Comput. Biol., 2015

Effects of Sparse Initialization in Deep Belief Networks.

Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik

Comput. Sci., 2015

Implementing Deep Learning Algorithms on Graphics Processor Units.

Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik

Proceedings of the Parallel Processing and Applied Mathematics, 2015