Výsledky vyhledávání - "Regina Esi Turkson"

Heart Sound Classification using Residual Neural Network and Convolution Block Attention Module

Autor: Enoch Adjei Frimpong, Qin Zhiguang, Tenagyei Edwin Kwadwo, Patamia Agbeshi Rutherford, Edward Y. Baagyere, Regina Esi Turkson

Publikováno v: 2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d8f02314b65fb750235f4d7a61b7932a
https://doi.org/10.1109/iccwamtip56608.2022.10016549

Zobrazit plný text záznamu

Classification of Alzheimer’s Disease Using Deep Convolutional Spiking Neural Network

Autor: Moses J. Eghan, Regina Esi Turkson, Cobbinah Bernard Mawuli, Hong Qu

Publikováno v: Neural Processing Letters. 53:2649-2663

Diagnosing Alzheimer’s Disease (AD) in older people using magnetic resonance imaging (MRI) is quite hard since it requires the extraction of highly discriminative feature representation from similar brain patterns and pixel intensities. However, de

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::24a02f32b63553a41ebf186dcdc3c7d3
https://doi.org/10.1007/s11063-021-10514-w

Zobrazit plný text záznamu

Unsupervised Multi-layer Spiking Convolutional Neural Network Using Layer-Wise Sparse Coding

Autor: Yuchen Wang, Regina Esi Turkson, Moses J. Eghan, Hong Qu

Publikováno v: Neural Information Processing ISBN: 9783030638351
ICONIP (3)

Deep learning architecture has shown remarkable performance in machine learning and AI applications. However, training a spiking Deep Convolutional Neural Network (DCNN) while incorporating traditional CNN properties remains an open problem for resea

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::43d30f76bdc20975070b818c9a9da209
https://doi.org/10.1007/978-3-030-63836-8_30

Zobrazit plný text záznamu

Using Meta-Heuristic Algorithm in Spiking Neural Network for Pattern Recognition Tasks

Autor: Sichao Liu, Edward Yellakuor Baagyere, Moses J. Eghan, Regina Esi Turkson

Publikováno v: 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing.

The Bat Algorithm (BA) is a meta-heuristic algorithm based on echolocation behavior of microbats. The authors propose BA based Spiking Neural Network (SNN) model, where the advantages of BA and efficiency of SNN are exploited for classification tasks

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e72ad88c3c9306de6100a9a007012cf4
https://doi.org/10.1109/iccwamtip47768.2019.9067549

Zobrazit plný text záznamu

A machine learning approach for predicting bank credit worthiness

Autor: Gideon Evans Wenya, Regina Esi Turkson, Edward Yeallakuor Baagyere

Publikováno v: 2016 Third International Conference on Artificial Intelligence and Pattern Recognition (AIPR).

Machine learning is an emerging technique for building analytic models for machines to "learn" from data and be able to do predictive analysis. The ability of machines to "learn" and do predictive analysis is very important in this era of big data an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::19a6a5bd1477d8515e8821d8622f4fa2
https://doi.org/10.1109/icaipr.2016.7585216

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání