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Neural Network Training with Approximate Logarithmic Computations

Neural Network Training with Approximate Logarithmic Computations

22 October 2019
Arnab Sanyal
P. Beerel
K. Chugg
ArXivPDFHTML

Papers citing "Neural Network Training with Approximate Logarithmic Computations"

4 / 4 papers shown
Title
EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices
EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices
Arnab Sanyal
Prithwish Mukherjee
Gourav Datta
Sandeep P. Chinchali
MQ
115
0
0
05 May 2025
LNS-Madam: Low-Precision Training in Logarithmic Number System using
  Multiplicative Weight Update
LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update
Jiawei Zhao
Steve Dai
Rangharajan Venkatesan
Brian Zimmer
Mustafa Ali
Ming-Yu Liu
Brucek Khailany
B. Dally
Anima Anandkumar
MQ
31
13
0
26 Jun 2021
Pre-Defined Sparse Neural Networks with Hardware Acceleration
Pre-Defined Sparse Neural Networks with Hardware Acceleration
Sourya Dey
Kuan-Wen Huang
P. Beerel
K. Chugg
41
24
0
04 Dec 2018
Incremental Network Quantization: Towards Lossless CNNs with
  Low-Precision Weights
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights
Aojun Zhou
Anbang Yao
Yiwen Guo
Lin Xu
Yurong Chen
MQ
316
1,047
0
10 Feb 2017
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