AI Hardware
The world is generating reams of data each day, and the AI systems built to make sense of it all constantly need faster and more robust hardware. We’re developing new devices and architectures to support the tremendous processing power AI requires to realize its full potential.
Our work
The IBM Research innovations powering IBM z16
NewsOpen-sourcing analog AI simulation
ResearchIBM scientists give artificial neural networks a new look for neuromorphic computing
ResearchThe hardware behind analog AI
ExplainerIBM’s newest chip is more than meets the AI
NewsRedefining AI accelerators: A new chip packaging tech & a first in analog compute
News- See more of our work on AI Hardware
Tools + code
AI Hardware Composer
Run an AI algorithm where computation and storage coexist on a single chip.
View project →IBM Analog Hardware Acceleration Kit
An open source Python toolkit for exploring and using the capabilities of in-memory computing devices in the context of artificial intelligence.
View project →
Analog AI: A New Design Paradigm
At IBM Research we’re developing a new class of Analog AI hardware, purpose built to help innovators realize the promise of the next stages of AI. Journey inside this unique architecture.
Publications
- 2022
- ESSDERC / ESSCIRC 2022
- 2022
- ICML 2022
- 2022
- Advanced Electronic Materials
- 2022
- CVPR 2022
- 2022
- Science Advances
- 2022
- ISSCC 2022
AI Hardware Center
IBM launched a global research collaboration hub to create the next generation of AI hardware, as well as expand joint research efforts in nanotechnology.