Search Results for author: Krisztian Buza

Found 3 papers, 1 papers with code

Encouraging an Appropriate Representation Simplifies Training of Neural Networks

no code implementations17 Nov 2019 Krisztian Buza

A common assumption about neural networks is that they can learn an appropriate internal representations on their own, see e. g. end-to-end learning.

Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture

1 code implementation20 Jul 2017 Regina Meszlényi, Krisztian Buza, Zoltán Vidnyánszky

Machine learning techniques have become increasingly popular in the field of resting state fMRI (functional magnetic resonance imaging) network based classification.

Classification General Classification

Using Echo State Networks for Cryptography

no code implementations4 Apr 2017 Rajkumar Ramamurthy, Christian Bauckhage, Krisztian Buza, Stefan Wrobel

The key idea is to assume that Alice and Bob share a copy of an echo state network.

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