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Ben Hoover

@Ben_Hoov • 1,183 subscribers

Building the next generation of *associative memory*. @IBMResearch @GeorgiaTech

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Excited to share Dense Associative Memory through the Lens of Random Features accepted to #NeurIPS2024🎉 DenseAMs need new weights for each stored pattern–hurting scalability. Kernel methods let us add memories without adding weights! Distributed memory for DenseAMs, unlocked🔓

Excited to share Dense Associative Memory through the Lens of Random Features accepted to #NeurIPS2024🎉 DenseAMs need new weights for each stored pattern–hurting scalability. Kernel methods let us add memories without adding weights! Distributed memory for DenseAMs, unlocked🔓

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So this blew up. Probs good to add clarification to Dmitry Krotov's quote "Computation is a physical process. We can study the flow of bits just as we study the flow of atoms" This has always been the perspective of Hopfield Nets. Buckle up here's a primer on Associative Memory🧵

So this blew up. Probs good to add clarification to Dmitry Krotov's quote "Computation is a physical process. We can study the flow of bits just as we study the flow of atoms" This has always been the perspective of Hopfield Nets. Buckle up here's a primer on Associative Memory🧵

82,071 просмотров • 1 год назад

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