An in-memory dataflow accelerator for deep learning

Informacje na temat projektu

MEMFLUX

Identyfikator umowy o grant: 966764

DOI

10.3030/966764

Projekt został zamknięty

Data podpisania przez KE 2 Lutego 2021

Data rozpoczęcia 1 Lipca 2021

Data zakończenia 31 Grudnia 2022

Finansowanie w ramach

• EXCELLENT SCIENCE - European Research Council (ERC)

Koszt całkowity

Brak danych

Wkład UE

€ 150 000,00

Koordynowany przez

IBM RESEARCH GMBH
Switzerland

Periodic Reporting for period 1 - MEMFLUX (An in-memory dataflow accelerator for deep learning)

Okres sprawozdawczy: 2021-07-01 do 2022-12-31

Podsumowanie kontekstu i ogólnych celów projektu

Projected memory is a new type of memory concept that was conceived and developed within the ERC Project titled PROJECTOR. In the proof-of-concept project MEMFLUX, we further improved the projected memory devices by optimizing the material stack. These improved projected memory devices were integrated onto analog-in-memory compute cores fabricated in 14nm CMOS technology node. We could demonstrate improved accuracy with respect to matrix-vector multiply operations. Building on top of these promising developments, we could establish a high TRL Horizon Europe project with industrial partners such as ST Microelectronics as a pre-commercialization step.