43 citations · 43 across the 4 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Compressed Real Numbers for AI: a case-study using a RISC-V CPU
Federico Rossi, Marco Cococcioni, Roger Ferrer Ibàñez +5
As recently demonstrated, Deep Neural Networks (DNN), usually trained using single precision IEEE 754 floating point numbers (binary32), can also work using lower precision. Theref…
cs.AR2023
PPU: Design and Implementation of a Pipelined Full Posit Processing Unit
Federico Rossi, Francesco Urbani, Marco Cococcioni +2
By exploiting the modular RISC-V ISA this paper presents the customization of instruction set with posit\textsuperscript{\texttrademark} arithmetic instructions to provide improved…