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Artificial Intelligence : Recent Questions and Answers (Page 4)

Find answers to your questions about Artificial Intelligence or help others by answering their Artificial Intelligence questions.

How artificial intelligence will change the future?

AI is the emerging field and biggest business opportunity of the next decade. It's already automating manual and repetitive tasks. And in some areas, it can learn faster than humans,...

Asked on 12/07/2021

1 answer

Can residual neural networks use other activation functions different from ReLU?

In many diagrams, as seen below, residual neural networks are only depicted with ReLU activation functions, but can residual NNs also use other activation functions, such as the sigmoid, hyperbolic...

Asked on 12/07/2021 by jr123456jr987654321

1 answer

Is it necessary to standardise the expected output

Normalisation transform data into a range:$$X_i = dfrac{X_i - Min}{Max-Min}$$ Practically, I found out that the model doesn't generalise well when using normalisation of input data, instead of...

Asked on 12/07/2021

1 answer

Is CNN capable of extracting the descriptive statistics features

I was trying to build a CNN model. I used time series data of daily temperature to predict if there is risk of an event, say bacteria growth. I calculated...

Asked on 12/04/2021 by nilsinelabore

1 answer

How to create Partially Connected NNs with prespecified connections using Tensorflow?

I'd like to implement a partially connected neural network with ~3 to 4 hidden layers (a sparse deep neural network?) where I can specify which node connects to which node...

Asked on 12/02/2021 by Pınar Demetci

3 answer

What is the best resources to learn Graph Convolutional Neural Networks?

For the past few days, I am trying to learn graph convolutional networks. I saw some of the lectures on youtube. But I can not able to get any clear...

Asked on 12/02/2021

2 answer

Is it possible to use AI to reverse engineer software?

I was thinking of something of the sort:Build a program (call this one fake user) that generates lots and lots and lots of data based on the usage of another...

Asked on 11/29/2021 by IpsumPanEst

2 answer

Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem?

I trained a simple CNN on the MNIST database of handwritten digits to 99% accuracy. I'm feeding in a bunch of handwritten digits, and non-digits from a document. I want...

Asked on 11/29/2021

6 answer

Can you explain me this CNN architecture?

I am starting to get my head around convolutional neural networks, and I have been working with the CIFAR-10 dataset and some research papers that used it. In one of...

Asked on 11/29/2021 by SanMu

1 answer

In Deep Deterministic Policy Gradient, are all weights of the policy network updated with the same or different value?

I'm trying to understand the DDPG algorithm shown at this page. I don't know what should the result of the gradient at step 14 be. ...

Asked on 11/29/2021 by unter_983

1 answer

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