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Natan Liss
Natan Liss
Msc graduate electrical engineering department Technion
Verified email at campus.technion.ac.il
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Uniq: Uniform noise injection for non-uniform quantization of neural networks
C Baskin, N Liss, E Schwartz, E Zheltonozhskii, R Giryes, AM Bronstein, ...
ACM Transactions on Computer Systems (TOCS) 37 (1-4), 1-15, 2021
1432021
Nice: Noise injection and clamping estimation for neural network quantization
C Baskin, E Zheltonozhkii, T Rozen, N Liss, Y Chai, E Schwartz, R Giryes, ...
Mathematics 9 (17), 2144, 2021
622021
Streaming architecture for large-scale quantized neural networks on an FPGA-based dataflow platform
C Baskin, N Liss, E Zheltonozhskii, AM Bronstein, A Mendelson
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
542018
Uniq: Uniform noise injection for the quantization of neural networks
C Baskin, E Schwartz, E Zheltonozhskii, N Liss, R Giryes, AM Bronstein, ...
arXiv preprint arXiv:1804.10969 3, 2018
242018
Efficient non-uniform quantizer for quantized neural network targeting reconfigurable hardware
N Liss, C Baskin, A Mendelson, AM Bronstein, R Giryes
arXiv preprint arXiv:1811.10869, 2018
62018
System and method for emulating quantization noise for a neural network
C Baskin, E Schwartz, E Zheltonozhskii, A Bronstein, L Natan, ...
US Patent App. 17/049,651, 2021
32021
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