Number Systems for Deep Neural Network Architectures: A Survey

11 July 2023

Papers citing "Number Systems for Deep Neural Network Architectures: A Survey"

4 / 4 papers shown

Title
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs Jordan Dotzel Yuzong Chen Bahaa Kotb Sushma Prasad Gang Wu Sheng R. Li Mohamed S. Abdelfattah Zhiru Zhang 24 7 0 06 May 2024
PLAM: a Posit Logarithm-Approximate Multiplier Raul Murillo Alberto A. Del Barrio Guillermo Botella Min Soo Kim Hyunjin Kim N. Bagherzadeh TPM 19 25 0 18 Feb 2021
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators Hamzah Abdel-Aziz Ali Shafiee J. Shin A. Pedram Joseph Hassoun MQ 17 10 0 27 Jan 2021
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-based Systems S. Nambi Salim Ullah Aditya Lohana Siva Satyendra Sahoo Farhad Merchant Akash Kumar 18 11 0 24 Oct 2020