How can I use deep neural networks for interpolation?

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What's the best neural network type for function approximation ?

I have very small data set, and I want to use NN to approximate function.

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Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

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Measuring the Intelligence of a Species?

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How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

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The Curse of Evolution and Complexity?

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Need help with my research project on open source SIEM and machine learning?

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Swimming/space travel depends on the proprioceptive muscle spindles?

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What are the limitations and challenges of using machine learning for predicting concrete compressive strength in practical applications?

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Some new emerging problems on application of RL for scheduling in IoT networks?

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Amin Ullah

Follow the links may be useful for you

http://cs231n.stanford.edu/reports/2017/pdfs/714.pdf

https://arxiv.org/pdf/1703.07514.pdf

Jovan Tadić

Check this and related links: https://www.mathworks.com/help/nnet/examples/train-a-convolutional-neural-network-for-regression.html

Ibrahim Seleem

If you have only small number of data you can use ANFIS for make this interpolation. Deep learning needs a lot and a lot of data.

Aliaksei Mikhailiuk

Check out this article!

https://medium.com/@aliaksei.mikhailiuk/unsupervised-learning-for-data-interpolation-e259cf5dc957