AI Chip Resilience

Innovative solutions addressing error modeling, simulation, sensitivity analysis, and fault-tolerance for AI architectures.

AI Chip Research

Comprehensive analysis and design for AI chip error modeling and fault tolerance mechanisms.

A printed circuit board with various electronic components and integrated circuits, prominently featuring a large black chip labeled 'PHOENIX ICU PRG 0770Z1-1'. Several capacitors are visible, along with numerous small resistors and connectors. There is a green LED light illuminated on the board, and the surface is covered with intricate traces and solder points.
A printed circuit board with various electronic components and integrated circuits, prominently featuring a large black chip labeled 'PHOENIX ICU PRG 0770Z1-1'. Several capacitors are visible, along with numerous small resistors and connectors. There is a green LED light illuminated on the board, and the surface is covered with intricate traces and solder points.
Error Model Construction

Establishing probability and impact models for AI chip errors based on physics.

Simulation Framework

Developing precise simulation environments for cosmic ray-induced bit flip analysis.

Sensitivity Analysis

Evaluating AI architecture components to identify critical vulnerabilities to errors.

Research

Innovative error models for AI chip resilience.

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