Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game
| LEADER | caa a22 4500 | ||
|---|---|---|---|
| 001 | 605469164 | ||
| 003 | CHVBK | ||
| 005 | 20210128100320.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20151201xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00500-014-1515-2 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1515-2 | ||
| 245 | 0 | 0 | |a Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game |h [Elektronische Daten] |c [Urszula Markowska-Kaczmar, Mateusz Koldowski] |
| 520 | 3 | |a The paper presents two neural based controllers for the computer car racing game. The controllers represent two generations of neural networks—a multilayer perceptron and a spiking neural network. They are trained by an evolutionary algorithm. Efficiency of both approaches is experimentally tested and statistically analyzed. | |
| 540 | |a The Author(s), 2014 | ||
| 690 | 7 | |a Computer game controller |2 nationallicence | |
| 690 | 7 | |a Spiking neural network |2 nationallicence | |
| 690 | 7 | |a Multilayer perceptron |2 nationallicence | |
| 690 | 7 | |a Evolutionary algorithm |2 nationallicence | |
| 700 | 1 | |a Markowska-Kaczmar |D Urszula |u Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wrocław, Poland |4 aut | |
| 700 | 1 | |a Koldowski |D Mateusz |u Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wrocław, Poland |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/12(2015-12-01), 3465-3478 |x 1432-7643 |q 19:12<3465 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1515-2 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1515-2 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Markowska-Kaczmar |D Urszula |u Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wrocław, Poland |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Koldowski |D Mateusz |u Wroclaw University of Technology, Wyb. Wyspianskiego 27, Wrocław, Poland |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/12(2015-12-01), 3465-3478 |x 1432-7643 |q 19:12<3465 |1 2015 |2 19 |o 500 | ||