Ahmed T. Elthakeb

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Function Approximators

Quantization Step

Top Venues

Publications

Ahmed T. Elthakeb, Prannoy Pilligundla, Fatemehsadat Mireshghallah, Amir Yazdanbakhsh, Hadi Esmaeilzadeh
ReLeQ : A Reinforcement Learning Approach for Automatic Deep Quantization of Neural Networks. IEEE Micro 40 (5) (2020)
Ahmed T. Elthakeb, Prannoy Pilligundla, Fatemehsadat Mireshghallah, Tarek Elgindi, Charles-Alban Deledalle, Hadi Esmaeilzadeh
Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization. CoRR (2020)
Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh
SinReQ: Generalized Sinusoidal Regularization for Automatic Low-Bitwidth Deep Quantized Training. CoRR (2019)
Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks. CoRR (2019)
Ahmed T. Elthakeb, Prannoy Pilligundla, Amir Yazdanbakhsh, Sean Kinzer, Hadi Esmaeilzadeh
ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks. CoRR (2018)
Ahmed T. Elthakeb, Thomas Haine, Denis Flandre, Yehea Ismail, Hamdy Abd Elhamid, David Bol
Analysis and optimization for dynamic read stability in 28nm SRAM bitcells. ISCAS (2015)
Ahmed T. Elthakeb, Hamdy Abd Elhamid, Hassan Mostafa, Yehea Ismail
Performance evaluation of finFET based SRAM under statistical VT variability. ICM (2014)