In this work, we study the dynamic range in a neuronal network modelled by cellular automaton. We consider deterministic and non-deterministic rules to simulate electrical and chemical synapses. Chemical synapses have an intrinsic time-delay and are susceptible to parameter variations guided by learning Hebbian rules of behaviour. Our results show that chemical synapses can abruptly enhance sen...

<p>Water quality plays a major role in issues related to public health and marine life. Hence, monitoring river for contaminations is vital ensuring safe sustainable water resources. Conventional method assessing index costly as it requires considerable amount of time laboratory Therefore, this study proposes model based on artificial neural network. A six-year data Air Busuk River obtain...

In this work, we perform Bayesian inference tasks for the chemical master equation in tensor-train format. The approximation has been proven to be very efficient representing high dimensional data arising from explicit representation of solution. An additional advantage probability mass function tensor train format is that parametric dependency can easily incorporated by introducing a product b...

The physical and chemical properties of Pyrazole and Pyrazoline molecules were theoreticallystudied by Gaussian 03, software with NMR and Molecular orbital calculations at B3LYP/6-31G andB3LYP/6-31+G(d) levels, in gas phase and solution. In this study a comparison effect of threesolvents with different dielectric constants on Pyrazole and Pyrazoline molecules in aspect energyinteraction between...

The paper addresses the effects of Soret on unsteady free convection flow of a viscous incompressible fluid through a porous medium with high porosity bounded by a vertical infinite moving plate under the influence of thermal radiation, chemical reaction, and heat source. The fluid is considered to be gray, absorbing, and emitting but non-scattering medium, and Rosseland approximation is consid...

For efficient operation, modern control approaches for biochemical process engineering require information on the states of such as temperature, humidity or chemical composition. Those measurement are gathered from a set sensors which differ with respect to sampling rates and quality. Furthermore, processes in particular, analysis physical samples is necessary, e.g., infer cellular composition ...

We had found functions can be used to fix bits [2] by given differences. We use these functions build a message expansion function. In the message expansion function, there are some bits include message bits and incremental bits produced from message bits, these bits will be used as parameter of date-depend function. This message expansion function will fixed at lease n × 5 . 5 bits with given ...