25 citations · 30 across the 5 of their papers we have counts for
4 papers · 1 filter
Superiorities of Deep Extreme Learning Machines against Convolutional Neural Networks
Gokhan Altan, Yakup Kutlu
Deep Learning (DL) is a machine learning procedure for artificial intelligence that analyzes the input data in detail by increasing neuron sizes and number of the hidden layers. DL…
Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis
Gokhan Altan, Yakup Kutlu
Deep Learning (DL) is a two-step classification model that consists feature learning, generating feature representations using unsupervised ways and the supervised learning stage a…
On improving learning capability of ELM and an application to brain-computer interface
Apdullah Yayık, Yakup Kutlu, Gökhan Altan
As a type of pseudoinverse learning, extreme learning machine (ELM) is able to achieve high performances in a rapid pace on benchmark datasets. However, when it is applied to real…
Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction
Apdullah Yayık, Yakup Kutlu, Gökhan Altan
Our study concerns with automated predicting of congestive heart failure (CHF) through the analysis of electrocardiography (ECG) signals. A novel machine learning approach, regular…