How works Adam optimization algorithm for Back Propagation Neural nework ?

Please to give me the definition of Adam optimization algorithm for neural network. Also, I would to know how it works this algorithm and if it updates automatically learning rate and mementum term.

03 April 2019 3,525 6 View

What are the limitations of the Firewall implemented in Computer network ?

What are the limitations of the Firewall implemented in Compter network ? It is suffisant to assure security of computer network ? Who to add to it in order to enhance security ?

03 April 2019 9,131 2 View

Is Adam optimization algorithm for neural network updates automatically learning rate and mementum term during learning process ?

Is Adam optimization algorithm for neural network updates automatically learning rate and mementum term during learning process ? I need the response.

03 April 2019 885 1 View

What are the negative effects of social networks on children? How to protect them?

What are the negative effects of social networks on children? How to protect them?

03 April 2019 1,990 2 View

What is the fourth technological revolution Industry 4.0 ? What is its characteristics ?

What is the fourth technological revolution Industry 4.0 ? What is its characteristics ?

03 April 2019 4,330 2 View

Algorithms inspired form animals and insects to enhance security of computers networks and information systems ?

As animals and insects have wonderful security strategies to defend against adversaries, can we learn from them and inspiring some algorithms to enhance security of computers networks and...

03 April 2019 8,136 3 View

How can we protect our children from non-beneficial videos on Youtube?

How can we protect our children from non-beneficial videos on Youtube?

03 April 2019 1,471 2 View

Can the scientifics in future build a robot that can learn any language itself like a child depending on its environment ?

Children are born with innate abilities, which allow them to learn their parents' language by themselves. Can we implement these capabilities in the robots of the future? will they be able to...

03 April 2019 276 6 View

How to determine the number of hidden layer in a deep neural network ? Is there some optimization algorithms that can do that automatically ?

How to determine the number of hidden layer in a deep neural network ? Is there some optimization algorithms that can do that automatically ?

03 April 2019 9,590 8 View

How to create a hybrid cloud, in order to keep sensitive data in premises of an organisation and to exploit the services of the cloud in the Net ?

How tp create a hybrid cloud, in order to keep sensitive data in premises of the organisation and to exploit the services offered by the Cloud providers in the Internet ?

03 April 2019 3,040 2 View

error in running a model in Abaqus

Excessive rotation of nodes in node set ErrNodeExcessRotation-Step1

17 August 2021 0 0 View

error in modelling model in Abaqus

Excessive rotation of nodes in node set ErrNodeExcessRotation-Step1

17 August 2021 0 0 View

MGL tools

20 June 2021 0 0 View

How climate change will influences human and animal behavioral change?

The role of climate change influencing the human behavior as well as economics interest

01 June 2021 0 0 View

flexibility of polymers chain

effect of double bond on the flexibility of polymers

07 April 2021 0 0 View

i have some problem with chtMultiRegionSimpleFoam

--> FOAM FATAL ERROR: Maximum number of iterations exceeded From function Foam::scalar Foam::species::thermo::T(Foam::scalar, Foam::scalar, Foam::scalar, Foam::scalar (Foam::species::thermo::*)(Foam::scalar, Foam::scalar) const, Foam::scalar (Foam::species::thermo::*)(Foam::scalar, Foam::scalar) const, Foam::scalar (Foam::species::thermo::*)(Foam::scalar) const) const [with Thermo = Foam::hConstThermo >; Type = Foam::sensibleEnthalpy; Foam::scalar = double; Foam::species::thermo = Foam::species::thermo >, Foam::sensibleEnthalpy>] in file /home/ubuntu/OpenFOAM/OpenFOAM-4.1/src/thermophysicalModels/specie/lnInclude/thermoI.H at line 66. FOAM aborting #0 Foam::error::printStack(Foam::Ostream&) at ??:? #1 Foam::error::abort() at ??:? #2 Foam::heRhoThermo >, Foam::sensibleEnthalpy> > > >::calculate() at ??:? #3 Foam::heRhoThermo >, Foam::sensibleEnthalpy> > > >::correct() at ??:? #4 ? at ??:? #5 __libc_start_main in "/lib/x86_64-linux-gnu/libc.so.6" #6 ? at ??:?

24 March 2021 0 0 View

Formulation of polymer color flakes

I am writing to request some information for making polymer color flakes. I would appreciate the help.

17 March 2021 0 0 View

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10? Since, the growth curve from day 2 to 10 won't be like the "Logistic curve" it might not follow logistic...

03 March 2021 1,401 3 View

What is the production process of CaFe ferroalloys?

I looking for ferro calcium production process

03 March 2021 1,755 4 View

Resistor definition in Piezoelectric bimorph with ANSYS workbench

Hello, good day! I am trying to simulate similar bimorph piezoelectric harvester with below commands. However, the output power doesn't change with resistor value. Please help to find the reason. ET,10,CIRCU94,0 !SET UP RESISTOR R,1,100000 !RESISTANCE VALUE TYPE,10 !SET ELEMENT TYPE E,1,2 !CREATE RESISTOR BETWEEN NODES 1 AND 2 Thanks in advance Regards,

02 March 2021 0 0 View