11 citations · 11 across the 4 of their papers we have counts for
4 papers
Microscaling Floating Point Formats for Large Language Models
Marco Cococcioni, Dario Pagani, Federico Rossi
The increasing computational and memory demands of large language models (LLMs) necessitate innovative approaches to optimize resource usage without compromising performance. This…
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…
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…
Operations for Autonomous Spacecraft
Rebecca Castano, Tiago Vaquero, Federico Rossi +20
Onboard autonomy technologies such as planning and scheduling, identification of scientific targets, and content-based data summarization, will lead to exciting new space science m…