Search Results for author: Zeinab S. Jalali

Found 3 papers, 1 papers with code

On Measuring the Diversity of Organizational Networks

1 code implementation14 May 2021 Zeinab S. Jalali, Krishnaram Kenthapadi, Sucheta Soundarajan

The interaction patterns of employees in social and professional networks play an important role in the success of employees and organizations as a whole.

An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM

no code implementations29 Aug 2019 Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang

Memristor-based weight pruning and weight quantization have been seperately investigated and proven effectiveness in reducing area and power consumption compared to the original DNN model.

Quantization

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