The Next Platform

Optical Scale Up Fabrics Are Limited By Manufacturing, Not Architecture

Earlier this spring, AMD, Broadcom, Meta Platforms, Microsoft, Nvidia, and OpenAI formed the Optical Compute Interconnect ...

What the OCI MSA didn't solve for AI scaling

The OCI MSA settled the architecture for optical scale-up. How fast bandwidth scales is a manufacturing question, not an ...
IEEE

A Transformer Neural Network Model-Based Method for TCXO Disciplining and Holdover

Abstract: While Temperature-Compensated Crystal Oscillators (TCXOs) provide an economical solution for local timing in communication systems, their inherent holdover limitations have historically ...
Frontiers

Vision transformer-based uncertainty quantification for triaging skin lesions: a probabilistic framework for automated biopsy recommendation

In the visual encoding step, the image is divided into discrete patches. Unlike the classic ViT, in the proposed Swin Transformer architecture, the image is divided into patches of size 4×4 4 × 4 and ...