ConceptMemory-Augmented Neural Networks / 记忆增强神经网络
MANN
An architecture that augments a standard neural network with an external memory module, tracing back to Neural Turing Machines and the Differentiable Neural Computer. It accesses a scalable memory matrix through differentiable read and write operations, overcoming the limitation that knowledge is fixed within weights.
Timeline (last 90 days)
Oct 2
Spotlight's memory approach is architecturally close in philosophy to early explorations of Neural Turing Machines (NTM) and Memory-Augmented Neural Networks (MANN).
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