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Shanghai Jiao Tong University, Shanghai AI Laboratory
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By cleverly combining near-data processing with PCA-guided early exiting, NASZIP achieves a remarkable speedup in approximate nearest neighbor search, outperforming both CPU/GPU baselines and existing NDP accelerators.
Neuromorphic systems can achieve deterministic computation despite temporal stochasticity by enforcing charge conservation, enabling a direct mapping to quantized ANNs.
