Review: Highway Networks — Gating Function To Highway (Image Classification)Highway Networks, Inspired By LSTM, Using Gating Function, More Than 1000 Layers. SH TsangBlockedUnblockFollowFollowingFeb…
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A gentle introduction to Neural Networks
So I came up with this idea of starting from scratch, delve into the history of the neural nets field,…
Continue ReadingNeural Networks – an Intuition
Our perceptron says it is a cricket ball. This is the most rudimentary idea behind a neural network. We connect…
Continue ReadingMaking deep neural networks paint to understand how they work
Making deep neural networks paint to understand how they workParas ChopraBlockedUnblockFollowFollowingFeb 4It’s a mystery that deep learning works so well. Even…
Continue ReadingSoftware 2.0 — Playing with Neural Networks (Part 1)
Can we say:Facilities available near to the house = (Average wealth of people living in the neighbourhood + Locality) *…
Continue ReadingIntroduction to ResNets
Introduction to ResNetsConnor ShortenBlockedUnblockFollowFollowingJan 24‘We need to go Deeper’ Meme, classical CNNs do not perform well as the depth of the…
Continue ReadingThree Must-Own Books for Deep Learning Practitioners
Developing neural networks is often referred to as a dark art. The reason for this is that being skilled at…
Continue ReadingHyperNEAT: Powerful, Indirect Neural Network Evolution
HyperNEAT: Powerful, Indirect Neural Network EvolutionHyperNEAT: Powerful, Indirect Neural Network EvolutionHunter HeidenreichBlockedUnblockFollowFollowingJan 10Expanding NeuroEvolutionLast week, I wrote an article about…
Continue ReadingKey habits and things I wish I knew earlier as a developer
Is your public information easily accessible?Use the magic of search engine to achieve your objectives whether it’s sharing wisdom, promoting…
Continue ReadingEnsemble Methods for Deep Learning Neural Networks to Reduce Variance and Improve Performance
Importantly, the models must be good in different ways; they must make different prediction errors.The reason that model averaging works…
Continue ReadingBuild the Artificial Intelligence for detecting diabetes using Neural Networks and keras.
One approach focused on biological processes in the brain while the other focused on the application of neural networks to…
Continue ReadingAnimated RNN, LSTM and GRU
The 3 most common types of recurrent neural networks are vanilla recurrent neural network (RNN), long short-term memory (LSTM) and…
Continue ReadingA gentle journey from linear regression to neural networks
Third, once defined, the model still need to be fitted (the weights should be adjusted, based on the data, to…
Continue ReadingReview: RoR — ResNet of ResNet / Multilevel ResNet (Image Classification)
After the success of ResNet which become an state-of-the-art deep learning approaches and won numerous recognition competitions, there were numerous…
Continue ReadingUnderstanding Neural Networks. From neuron to RNN, CNN, and Deep Learning
There have been 5 major activation functions tried to date, step, sigmoid, tanh, and ReLU..Since the step function is non-differentiable…
Continue ReadingNIPS/NeurIPS 2018: Best* of the First Two Poster Sessions
NIPS/NeurIPS 2018: Best* of the First Two Poster SessionsPrabhu prakash KagithaBlockedUnblockFollowFollowingDec 4NeurIPS 2018 is a great conference attracting the state of…
Continue ReadingNIPS/NeurIPS 2018: Best* of Tuesday Poster Sessions
NIPS/NeurIPS 2018: Best* of Tuesday Poster SessionsPrabhu prakash KagithaBlockedUnblockFollowFollowingDec 4NeurIPS 2018 is a great conference attracting the state of the art…
Continue ReadingNeurIPS 2018: Best* of Tuesday Poster Sessions
NeurIPS 2018: Best* of Tuesday Poster SessionsPrabhu prakash KagithaBlockedUnblockFollowFollowingDec 4NeurIPS 2018 is a great conference attracting the state of the art…
Continue ReadingDoes recent progress with neural networks foretell artificial general intelligence?
Photo by Michael BrandtDoes recent progress with neural networks foretell artificial general intelligence?Trent EadyBlockedUnblockFollowFollowingDec 4I have some thoughts on this talk…
Continue ReadingInside the world of AI that forges beautiful art and terrifying deepfakes
To recap: Recommended for You How to check if you’re affected by the Marriott mega data breach Despite CRISPR baby…
Continue ReadingHow to Create a Simple Neural Network in Python
When the input data is transmitted into the neuron, it is processed, and an output is generated.Here is a diagram…
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