1) 2025 Symposium on VLSI Technology and Circuits, Kyoto,...

  1. 7,306 Posts.
    lightbulb Created with Sketch. 2878
    1) 2025 Symposium on VLSI Technology and Circuits, Kyoto, Japan
    Technology / Circuits Joint Focus Session 3
    JFS3 AI and ML Hardware
    Thursday, June 12, 10:30-12:35
    JFS3-5 - 12:10On Chip Customized Learning on Resistive Memory Technology for Secure Edge AI, M. Pallo*, **, S. D'Agostino**, M. Piccoli**, ***, D. E. Bonnet**, N. Castellani**, G. Piccolboni*, M. A. Iftakher***, J.-F. Nodin**, F. Andrieu**, D. Querlioz***, G. Molas*, L. Hutin** and E. Vianello**, *Weebit Nano FR, **CEA-LETI and ***CNRS (Centre national de la recherche scientifique), France
    This paper presents the first experimental demonstration of few-shot on-chip training on an in-memory computing resistive memory (ReRAM) platform. We use the Model- Agnostic Meta-Learning (MAML) algorithm to reduce training iterations and associated ReRAM conductance updates by orders of magnitude. Through co-optimization of device programming conditions and the algorithm, we achieve >97% accuracy on the Omniglot dataset after just five training iterations (i.e., ReRAM programming operations) while improving device retention at 150°C.

    This paper, presented last Thursday in Japan, is now available on the WBT website
    https://www.weebit-nano.com/technology/resources/

    All DYOR


 
Add to My Watchlist
What is My Watchlist?
A personalised tool to help users track selected stocks. Delivering real-time notifications on price updates, announcements, and performance stats on each to help make informed investment decisions.
(20min delay)
Last
$1.57
Change
-0.100(5.99%)
Mkt cap ! $326.7M
Open High Low Value Volume
$1.67 $1.67 $1.56 $1.388M 859.7K

Buyers (Bids)

No. Vol. Price($)
9 20450 $1.56
 

Sellers (Offers)

Price($) Vol. No.
$1.57 2069 7
View Market Depth
Last trade - 15.42pm 19/06/2025 (20 minute delay) ?
WBT (ASX) Chart
arrow-down-2 Created with Sketch. arrow-down-2 Created with Sketch.