AI Series

Intelligent processing & microcontrollers

To support the next generation of space missions, improved platform autonomy is in high demand to handle the ever-increasing mission complexity. The MAG-AIA-30101 AI processor targets AI applications in space where high-reliability guarantees are required to ensure mission success. Because of its modern architectural design, the processor supports state-of-the-art AI and machine learning models that are essential for implementing a high-degree of platform autonomy.

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Functionality

Neural network accelerator
High-performance fault-tolerant AI processor for on-board neural network acceleration
MAG
AIA30101
High-performance fault-tolerant AI processor for on-board neural network acceleration

MAG-AIA-30101 is a high-performance and fault-tolerant AI co-processor soft IP for integration in space-grade system-on-chip (SoC) solutions. MAG-AIA-30101 enables the robust deployment of state-of-the-art AI models for on-board space applications. As such, MAG-AIA-30101 is a crucial building block for enabling platform autonomy in high-criticality operational scenarios. The soft IP is integrated within a broader open AI compiler ecosystem for improved programmability and productivity.

Key features
Computational performance

(int8) up to 10 TOPS (1 OP = 1 MAC)

Product type

Size-scalable soft IP (up to 16k MAC units)

Workload support

Architecture optimized for convolutional workloads

Software development environment

Based on Apache TVM

Power consumption

1W (at full size)

Accelerator memory

4 MB L1 scratchpad memory

SoC integration

AXI-based loosely coupled architecture

Host processor

SPARC, RISC-V, ARM, … (ISA agnostic)

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Applications
Space-situational awareness
In-orbit servicing
In-space manufacturing
Debris avoidance manoeuvres
Downlink data compression
Rovers, landers, drones, docking
Earth observation
Autonomous satellite tasking
Constellation network topology management
Telemetry fault detection, isolation and recovery
Radiation Tolerance
SEU-mitigation implemented in digital logic
Additional data path resilience through SEU-aware AI model training
Benefits

Applications

Command & data handling

Our ICs manage data from spacecraft sensors, can execute commands, and enable communication between subsystems.

Communications payload

Signal processing, modulation, and transmission between spacecraft and ground stations. Our ICs ensure stable clock generation with competitive performance and high integration levels. Designed to withstand space conditions, they ensure robust and efficient communication throughout the mission.

Optical imaging payload

When it comes to processing images from sensors, handling data compression, and managing storage for transmission back to Earth, our ICs are designed to create images in the toughest environments.

Attitude Determination & Control System (ADCS)

Process sensor data to determine spacecraft orientation and control actuators for precise maneuvering, ensuring reliable and accurate control in the harsh conditions of space.

Your next challenge...

Our team is eager to assist and customize solutions to meet your needs based on our expertise in the space industry and our proprietary radiation-hardening-by-design methodology.
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