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The Era of Fluid Intelligence
Liquid neural networks | originally published on amitnikhade.com Introduction Liquid neural networks are an exciting new development in artificial intelligence that allow models to continuously learn and adapt. In contrast to traditional neural networks which can get stuck in repetitive patterns, liquid networks take in new data and update themselves on the fly. This fluid…
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Hacking an Artificial neural network
They also have a weak spot — they can be hacked! Adversarial attacks, where inputs are tweaked to mislead these networks, have become a concern. In this post, we’ll explore the basics of hacking neural networks in a responsible and ethical manner. What is it? The FGSM (Fast Gradient Sign Method) is a type of attack that falls…
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A Comprehensive Beginner’s Guide to Reinforcement Learning
“The Markov chain captures the essence of independence between the past and the future, highlighting that the present state holds the key to predicting what lies ahead.” The Markov property says that the future is only influenced by the present, not the past. A Markov chain, also called a Markov process, is a sequence of…
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One of the most powerful tool that gets ignored
A powerful machine learning technique that merges neural networks and Bayesian statistics to make predictions that are both accurate and reliable. Imagine you want to predict whether your friend will come to your party. You might base your prediction on past events, how well you know them, and whether they have any other plans for…
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Quantum Teleportation
Get ready to be transported to a whole new dimension with quantum teleportation — where the impossible becomes possible! What exactly is quantum teleportation? Quantum teleportation is an amazing idea in quantum mechanics that allows us to send information from one place to another without any physical connection between them. It’s different from traditional communication methods because…
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