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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,786 papers · 148 categories

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1 result for “ReRAM”

Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deploymentcs.LG

Bit-slice sparsity improves ReRAM-based DNN acceleration.

problem Limited ADC power and area constraints in ReRAM-based DNN accelerators.

method Proposed bit-slice L1 algorithm to induce sparsity during training.

result 2x sparsity improvement compared to previous methods.

ReRAM Deep Neural Networks Bit-slice Sparsity ADC Efficient Deployment

2019-09-18abs ↗pdf ↗