What is the best reference or survey for the latest neural network algorithms?

More Muhammad Zubair Ahmad's questions See All

What is a good reference book for Linear Algebra focusing on linear maps instead of matrices?

I am looking for a reference book on linear algebra that uses linear maps instead of matrices and uses Einstein summation notation. Thanks in advance for your help. Regards, Zubair

02 March 2019 1,805 11 View

Are there generalizations of Holographic principle(proposed by Susskind) to arbitrary dimensions?

The holographic principle by Susskind states that the maximum amount of information stored in a 3D volume can be dictated by its surface area. Thus, in some way the boundary encodes the...

01 February 2019 394 8 View

Is there any literature in machine learning that tries to design classifiers without the notion of metrics?

Is there any literature that focuses on design of the classifier theoretically, without considering metrics.

02 March 2018 5,435 4 View

What is the best starting place to learn about the philosophy of Mathematics?

Where to begin, if I want to learn about Philosophy of Mathematics, assuming no knowledge of Philosophy and a minimal knowledge of mathematics. Any resource particularly books and YouTube lecture...

10 November 2017 1,117 13 View

Kindly point to fast implentations of Cech Complexes for point clouds?

I am looking for an algorithm that constructs Cech Complex for point clouds. I am specifically looking for some thing in Mathematica but any resource would be very helpful. I am looking for...

08 September 2017 9,470 2 View

What is the correct mathematical structure to represent a digital image?

The digital image is a collection of values of sensors arranged in a grid. These sensors have a field of view in the original world. Then it generates a value based on the phenomena that it...

08 September 2017 2,240 6 View

What are the best software and libraries for computational topology?

What software and libraries are best for computational topology. A good reference book will also be appreciated. Thanks in advance for these answers. Regards, Zubair

04 May 2017 3,491 0 View

What is a delta complex as used in algebraic topology. What advantges does this offer over the conventional complexes?

Some easy to understand references from the literature will be much appreciated. Thanks in advance for all the answer. Regards, Zubair

04 May 2017 685 4 View

How can you construct a continuous function with a peak at point (x,y) and decaying monotonically away from the point in 2D?

There are also n directional derivative constraints in n arbitrary directions. An algebraic formula for such a function would be beneficial. The function is 2D function on the domain [0,1]x[0,1]

03 April 2017 1,882 4 View

What is the basic concept of quantitative topology and how does it differ from the conventional notion of topology?

What is quantitative topology and what quality of a topological space does it aim to quantify? Thank you for all the answers in advance

03 April 2017 3,266 4 View

Which software tools are best for enhancing diagnostic accuracy in chest X-ray imaging using image reconstruction and neural networks?

I am reaching out to seek your valuable advice and recommendations regarding the best software tools to use for this research. Specifically, I am looking for software with a user-friendly...

22 July 2024 3,794 1 View

How can I extract the mathematical equation from existing Neural Network Model?

There exists a neural network model designed to predict a specific output, detailed in a published article. The model comprises 14 inputs, each normalized with minimum and maximum parameters...

14 July 2024 2,714 3 View

What is the current status of augmented learning in robotic surgery?

I would like to perform a literature review at this time on augmented learning and learning augmented algorithms to enhance performance-guided surgery

06 July 2024 246 1 View

How can I improve the purity of NPC cultures derived from human iPSCs during neural rosette selection?

Hi everyone, I've been working on differentiating human iPSCs to derive a pure and uniform culture of neural progenitor cells (NPCs). However, I'm encountering a significant issue during the...

01 July 2024 1,012 1 View

List of journals impact factors?

Dear colleagues, Is it possible to send me the list of journals impact factor for the year 2024 (classification is for the year 2023)? excel format if it is possible. Thank you in...

29 June 2024 2,102 3 View

Is it possible to use neural network models for prediction if the sample size for the time series is very small??

Forecasting within neural Network

24 June 2024 6,800 1 View

What is information diffusion in the social network?How a message got viral in social network?

Please give answer. Also explain mathematical equations behind this.

22 June 2024 6,869 2 View

In CNN, is the feature map obtained randomly by convolution kernel?

In CNN(convolution neural network), can the feature map obtained determinately by a random initialization convolution kernel? if not, how to decide the weights in convolution kernel to obtain the...

20 June 2024 6,418 6 View

How does a Man-in-the-Middle (MitM) attack work in the context of Transport Layer Security (TLS), and what specific mechanisms can be employed ?

Context In the realm of cybersecurity, Transport Layer Security (TLS) is widely used to secure communications over a computer network. Despite its robust encryption mechanisms, TLS is still...

19 June 2024 6,595 3 View

How to reduce the number of measurements/iterations needed in deep reinforcement learning?

I'm trying to use reinforcement learning with live EEG measurements. However, just 2000 measurements/iterations take 16.6 minutes to measure and it seems I need at least 10 hours of live...

12 June 2024 2,884 3 View

Billy Okal

You can have a look at the upcoming DL book by Bengio and co http://www.iro.umontreal.ca/~bengioy/dlbook/

Harsh Bhasin

Though not new but the following would be very helpful

http://shodhganga.inflibnet.ac.in/bitstream/10603/8270/11/11_chapter%202.pdf

Narges Tabatabaey-Mashadi

For a general understanding and an overview you might want to take a look at the second edition of Hagan's book published in 2014:

Neural Network Design (2nd Edition) , 2014

by Martin T Hagan (Author), Howard B Demuth (Author), Mark H Beale (Author), Orlando De Jesús (Author)

Available at: http://hagan.okstate.edu/NNDesign.pdf