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deepmind.google
| | www.broadinstitute.org
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| | Q: What is "CRISPR"?
| | mathscholar.org
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| | [AI summary] The 2024 Nobel Prize in Chemistry was awarded to researchers who developed AlphaFold 2, an AI-based system that revolutionized computational protein folding, enabling accurate prediction of protein structures and advancing biology and medicine.
| | arcinstitute.org
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| | Arc Institute is a independent nonprofit research organization headquartered in Palo Alto, California.
| | neuralnetworksanddeeplearning.com
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| [AI summary] The text provides an in-depth explanation of the backpropagation algorithm in neural networks. It starts by discussing the concept of how small changes in weights propagate through the network to affect the final cost, leading to the derivation of the partial derivatives required for gradient descent. The explanation includes a heuristic argument based on tracking the perturbation of weights through the network, resulting in a chain of partial derivatives. The text also touches on the historical context of how backpropagation was discovered, emphasizing the process of simplifying complex proofs and the role of using weighted inputs (z-values) as intermediate variables to streamline the derivation. Finally, it concludes with a citation and licens...