| Title |
Difuzijos modulio įtaka dviejų substratų koncentracijų atpažinimui dirbtiniais neuroniniais tinklais / |
| Translation of Title |
The influence of the diffusion module to determination of two substrate concentrations by articial neural network. |
| Authors |
Litvinas, Linas ; Baronas, Romas |
| DOI |
10.15181/csat.v3i2.1109 |
| Full Text |
|
| Is Part of |
Computational science and techniques.. Klaipėda : Klaipėdos universiteto leidykla. 2015, T. 3, nr. 2, p. 445-453.. eISSN 2029-9966 |
| Keywords [eng] |
biosensor ; diffusion module ; articial neural network |
| Abstract [eng] |
The essential part of amperometric biosensor is an enzyme. It should be selective, i.e., react only with certain substrate. The selectivity of enzyme reduces the set of possible to use enzymes. This paper demonstrates that non selective enzymes (reacting with two substrates) can be used to determine concentrations of two substrates. For this purpose the steady-state current of two double biosensors was measured. The currents were used as input for an artificial neural network to determine concentrations of the substrates. The proposed approach was approved as the relative error of determined concentrations was relatively small. Paper analyses the influence of biosensor parameters to error values. The recommendations to error values minimisation were obtained. |
| Published |
Klaipėda : Klaipėdos universiteto leidykla |
| Type |
Journal article |
| Language |
Lithuanian |
| Publication date |
2015 |
| CC license |
|
