
prof. dr hab. inż. Jacek Rumiński
Zatrudnienie
- Profesor w Katedra Inżynierii Biomedycznej
- Kierownik katedry w Katedra Inżynierii Biomedycznej
- Prezes klubu Zatoka Sztucznej Inteligencji AI Bay w Politechnika Gdańska
Kontakt dla biznesu
- Lokalizacja
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Telefon
- +48 58 348 62 62
- biznes@pg.edu.pl
Media społecznościowe
Kontakt
- jacrumin@pg.edu.pl
Profesor
- Miejsce pracy
-
Budynek A Elektroniki
pokój EA 227 otwiera się w nowej karcie - Telefon
- +48 58 34 72670
- jacek.ruminski@pg.edu.pl
Kierownik katedry
- Miejsce pracy
- Budynek A Wydziału Elektroniki, Telekomunikacji i Informatyki
- Telefon
- (58)3472785
Wybrane publikacje
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A survey of neural networks usage for intrusion detection systems
In recent years, advancements in the field of the artificial intelligence (AI) gained a huge momentum due to the worldwide appliance of this technology by the industry. One of the crucial areas of AI are neural networks (NN), which enable commer‐ cial utilization of functionalities previously not accessible by usage of computers. Intrusion detection system (IDS) presents one of the domains in which neural networks are widely tested...
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Gesture Recognition With the Linear Optical Sensor and Recurrent Neural Networks
In this paper, the optical linear sensor, a representative of low-resolution sensors, was investigated in the multiclass recognition of near-field hand gestures. The recurrent neural network (RNN) with a gated recurrent unit (GRU) memory cell was utilized as a gestures classifier. A set of 27 gestures was collected from a group of volunteers. The 27 000 sequences obtained were divided into training, validation, and test subsets....
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Interactions with recognized patients using smart glasses
Recently, different smart glasses solutions have been proposed on the market. The rapid development of this wearable technology has led to several research projects related to applications of smart glasses in healthcare. In this paper we propose a general architecture of the system enabling data integration for the recognized person. In the proposed system smart glasses integrates data obtained for the recognized patient from health...
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