How to identify the neurons that do not contribute in neural network and remove them in keras?

More Hema Lakshman Tammineedi's questions See All

Which force field should be used to simulate protein-protein complex in gromacs?

Hi, I have done a protein-protein docking. Now I want to perform MD in gromacs. I am confused with forcefields. When I tried to findout, everywhere it is written for protein-ligand but I couldn't...

29 September 2020 1,410 3 View

How can we characterize a polymer-textile substrate interface interaction?

When a textile surface such as cotton fabric is coated with a polymer with thickness approx. 20 micrometers, what will be the sample preparation, parameters, and technique to determine the...

26 July 2020 7,343 8 View

How can I get dataset of 5G cellular network with parameters like user distance from BS, Time taken, etc?

I need a dataset for classifying users based on distance and time taken ( with delay spread). So I'll be happy if I get some suggestions or existing datasets. Thanks in advance.

24 March 2020 9,012 8 View

I want to run protein complex in a Native PAGE to achieve the oligomeric state, can anyone help me?

I have two different proteins of pI 4.74 with 14.4 kDa size & 8.24 with 45.8 kDa. I would like to run Native-PAGE these proteins separately with some ligands to achieve the oligomeric state....

02 February 2020 8,174 3 View

What neurons to be fired to identify positive emotions in an neural network?

we are trying to build a cnn model to classify emotions from music. we know that only certain neurons will be triggered while identifying positive and negative emotions. But we can not identify...

01 February 2020 5,708 3 View

Can anyone suggest me package in R for data preprocessing in gene expression data?

I am working in gene expression profiles of alzheimer's patients obtained from an orgsnization. The data is in raw and unstructures format. I am new to data analysis. I came to know that R can be...

02 March 2019 9,930 2 View

Can anyone suggest a mouse cell line to be used as a negative control for Pax7 expression in C2C12 cells?

I am staining for Pax7 (fluorescence), and was looking for a negative control to establish the staining protocol. Any suggestion would be highly appreciated. Thanks a lot

10 December 2016 503 2 View

Can anyone suggest a holder for Leica diamond blades to be attached on a Zeiss Hyrax M40 microtome? I am wondering if that is even possible?

We want to use a Zeiss Hyrax M40 microtome for plastic sectioning. It has never been used for plastic, and we have Leica Diamond blades that we were thinking of using. Any suggestions whether this...

04 October 2016 5,175 2 View

Can anyone suggest a protocol for C2C12 cell differentiation to myotubes?

We seem to get a lot of proliferation in C2C!2 cells, even when they are treated with 2% horse serum. Though we see differentiation, there are still a lot of newly dividing cells in our cultures.

04 October 2016 1,028 8 View

Where can I find electropolishing parameters for nickel at room temperature?

Electropolishing of nickel

28 May 2015 7,539 3 View

What is the most Operating System (OS) which can be INSTALL on Tiny hard devices like Raspberry Pi (RPi) hardware ?

I'm targeting to deploy a mesh network and manually configure MANET routing protocols. I'm preparing scenarios, architectures, and hard devices needed to do that. Are there some step-by-step...

03 March 2021 1,931 5 View

Can we block unwanted images during the x-ray prediction?

i am try to classify the x-ray images. During classification , can i block unwanted images (except x-ray image).

03 March 2021 7,100 1 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Is there a powerful system for the security of the systems distributed on IoT systems?

02 March 2021 3,858 10 View

How to find the mode of classified ocean colour images?

Hello, I have classified 10 S3 OLCI images from the same area (althouth not the same size and/or quadrant) and I would like to do a final image using the mode of the pixel of these 10 images. I...

01 March 2021 9,874 3 View

Is it possible for two human neuronal cell lines to have different gene sequence for the same protein?

I am looking at the ATP1A2 (Sodium/Potassium ATPase alpha subunit 2) in two human neuronal cell lines. Expression levels of this protein seems to be almost equal when detected by one antibody....

01 March 2021 3,607 3 View

How to classify strictly upper triangular matrices by similarity?

Let F be a field. Consider U, the set of n times n strictly upper triangular matrices in F. For X, Y in U, we call them similar if there exists some S, which is non-degenerate and upper...

01 March 2021 2,957 8 View

How to choose ANN number of hidden layers and nodes?

Hello, Could you please share any interesting research explaining how to choose the number of hidden layers and nodes per layer in case of regression problems using ANN? Thank you, any help would...

01 March 2021 6,200 3 View

Unknown debris sheets observed in cell culture flasks?

Hi, We culture neural progenitor cells in T175 culture flasks coated with PLO-Laminin. We have successfully grown these cells with our protocol for months. Recently, we observed large sheets...

25 February 2021 3,443 4 View

How to sample data to increase presence of solar panels in the images?

I am working on creating deep neural network on geospatial dataset and wanted to know how to do the sampling so that I can increase the presence of solar panels in the images. I cannot use entire...

25 February 2021 3,936 6 View

Eduardo Furtado de Simas Filho

Dear Hema, one possibility is to search for information paths which present very low weight amplitude values (absolute value) and eliminate then from the network.

Cheers

Muhammad Ali

For pruning or removing unnecessary value, I suggest you to follow https://stackoverflow.com/questions/18604324/how-to-eliminate-unnecessary-values-to-a-neural-network

https://arxiv.org/pdf/1611.06211.pdf