Is it possible to do Classification in Deep learning with feature extraction for limited samples?

Hi, In EEG datasets, I have taken 200 samples X32 channels X 300 trials. For this particular scenario, I like to do binary classification .can you please guide me on whether shall I proceed in...

17 February 2021 5,132 8 View

Can you please suggest me how to convert EDF file into Mat file for EEG datasets?

Hi sir, 1.can you please suggest to me how to convert the EDF (European Data format) file into a Mat(Matlab) file for EEG datasets?. 2. Also suggest some publicly available EEG Motor Imagery...

15 February 2021 7,620 1 View

How to interpret the RDF plots?

I have studied the structural changes of a protein in 3 different concentrations of ionic liquids (50 mM, 500 mM, and 1M). On analysis of the RDF plots, I find that the magnitude of the RDF plot...

05 October 2020 4,972 2 View

How to identify marker genes from Single Cell RNA seq data?

I am currently working with scRNA-seq data. I have to rank or score genes based on how spatially expressed they are. Is there any good measure or tool to do that?

23 August 2020 3,740 3 View

How to design of PID controller using ANN?

27 March 2020 5,699 3 View

Which is the best way to find the number of water molecules around the protein?

Dear all, I am trying to calculate the number of water molecules at a distance of 0.35A from the protein. I used two gmx select GROMACS codes which have given me different answers. 1. gmx_mpi...

17 March 2020 9,117 3 View

Fastq file has number code rather than nucleotide in the sequence, Why?

What's wrong with the following fastq file? Why don't I see any nucleotides? @SRR867022.1 s0205_20091123_4_Boot2_1_2_22_F3...

16 February 2020 7,784 5 View

Materials for Openvibe software for BCI classification?

Hi , 1. Can you please provide some classification tools for BCI? 2. I am new to the BCI field. I want to know how to do codings in OPENVIBE environment.Can you please provide some...

26 January 2020 2,380 3 View

How to use neural network in MPC?

I implemented model predictive control for PMSM in Matlab. I want to incorporate neural network in my work. My system is MIMO system. Give me some suggestions.

14 January 2020 3,542 2 View

How to interpret the RDF plot?

Hi, I am studying the stabilization of proteins using different solvents using GROMACS. Attached is the RDF of the cation (black) and anion (red) around the protein. I used "gmx_mpi rdf com rdf...

18 June 2018 7,466 3 View

How to separate water from glycerol solvent in a solvent recovery vacuum distillation column?

I am currently doing my third year design project. I have been assigned to design a glycerol recovery column in vinyl acetate monomer production. The process unit before the recovery column is an...

01 March 2021 9,525 4 View

What is the state of the drug inside solid lipid nanoparticles (SLNs)?

I am a little confuse with the mechanism of solid lipid nanoparticles (SLNs). The main point of encapsulating drugs into SLNs is because some drugs have low solubility in water. Therefore, SLNs...

01 March 2021 3,703 3 View

Why is the sum of the elements in a row in a Q matrix equal to zero?

When explaining substitution models, the substitutions are expressed as Q matrix. Why is the sum of the elements in a row zero?

28 February 2021 3,864 3 View

Does different dilution factors affect negatively on NH3 reading ?

I have a sample of treated water sample & asked to obtain ammonia conc. in sample using a machine with 5-25 ppm detection range. However, upon testing with different dilution factors, all...

27 February 2021 8,483 3 View

Mixed ANOVA - help?

I'm currently working on a piece which asks to conduct an ANOVA - looking at the effect of sporting group (2 levels), and exercise trials (two trials with six levels). I've computed this all...

27 February 2021 9,626 4 View

LEDs on Vis Light photo degradation of MB water sol via N doped TiO2 in a mini flume?

Good day to all, I have no experience with light emitting diodes. I am building a glass mini flume to demonstrate the photo degradation of Methylene Blue in water running over self cleaning...

26 February 2021 4,026 5 View

To date, according to health authorities, 30% of the population's diseases are initiated by drinking water pollution. Do you know this problem?

The main studies are as follows: * regular and timely receipt of information about the state of the environment using automated systems (stationary and mobile); * operational analysis of the...

23 February 2021 912 5 View

Multinomial probabilities and confidence intervals - obtaining the CI of the reference category?

Hi, Some background to my question: I have fitted 1st order multinomial Markov models with covariates. Since all probabiilties (for each row of the transition matrix) sum to 1, I estimate only...

22 February 2021 2,541 4 View

What are some underexplored theories and concepts in Activated Carbon as A Water Filter?

Hi, me and my team mates are currently planning to pursue the topic of Activated Carbon from Coconut as a Water Filter. And we would like to ask for your suggestions and knowledge on what specific...

22 February 2021 6,569 3 View

How to extract water soluble amino compound from after aqueous work up?

4-Dimethyl amino pyridine is used in reaction.Product formed contains amino group along with amide & is highly water soluble. To remove 4-DMAP aqueous work up done. Please give solution. Thanks.

21 February 2021 1,883 1 View