Natan Liss

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Uniform Quantization

Reconfigurable Hardware

Top Venues

IPDPS Workshops

ACM Trans. Comput. Syst.

Publications

Chaim Baskin, Natan Liss, Eli Schwartz, Evgenii Zheltonozhskii, Raja Giryes, Alex M. Bronstein, Avi Mendelson
UNIQ: Uniform Noise Injection for Non-Uniform Quantization of Neural Networks. ACM Trans. Comput. Syst. 37 (1-4) (2021)
Chaim Baskin, Natan Liss, Yoav Chai, Evgenii Zheltonozhskii, Eli Schwartz, Raja Giryes, Avi Mendelson, Alexander M. Bronstein
NICE: Noise Injection and Clamping Estimation for Neural Network Quantization. CoRR (2018)
Chaim Baskin, Natan Liss, Evgenii Zheltonozhskii, Alexander M. Bronstein, Avi Mendelson
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform. IPDPS Workshops (2018)
Chaim Baskin, Eli Schwartz, Evgenii Zheltonozhskii, Natan Liss, Raja Giryes, Alexander M. Bronstein, Avi Mendelson
UNIQ: Uniform Noise Injection for the Quantization of Neural Networks. CoRR (2018)
Natan Liss, Chaim Baskin, Avi Mendelson, Alexander M. Bronstein, Raja Giryes
Efficient non-uniform quantizer for quantized neural network targeting reconfigurable hardware. CoRR (2018)
Chaim Baskin, Natan Liss, Avi Mendelson, Evgenii Zheltonozhskii
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform. CoRR (2017)