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
Five takeaways from this year’s IBM AI Hardware Forum
NewsMike Murphy- AI
- AI Hardware
A new chip architecture points to faster, more energy-efficient AI
NewsMike Murphy- AI
- AI Hardware
- Hybrid Cloud Infrastructure
IBM Research’s newest prototype chips use drastically less power to solve AI tasks
NewsMike Murphy- AI
- AI Hardware
- Semiconductors
IBM Research's latest analog AI chip for deep learning inference
NewsAbu Sebastian, Manuel Le Gallo-Bourdeau, and Vijay Narayanan- AI
- AI Hardware
- Semiconductors
Disentangling visual attributes with neuro-vector-symbolic architectures, in-memory computing, and device noise
Technical noteAbu Sebastian, Abbas Rahimi, and Geethan Karunaratne- AI
- AI Hardware
- Neuro-symbolic AI
How the future of computing might look like nothing before
NewsLeonid Leiva Ariosa- AI Hardware
- See more of our work on AI Hardware
Projects
Neuromorphic Computing
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
- Yuting Hu
- Jiajie Li
- et al.
- 2023
- NeurIPS 2023
- Ning Li
- 2023
- MRS Fall Meeting 2023
- Fabia Farlin Athena
- Nanbo Gong
- et al.
- 2023
- MRS Fall Meeting 2023
- 2023
- MRS Fall Meeting 2023
- Alex Foucher
- Baoming Wang
- et al.
- 2023
- MRS Fall Meeting 2023
- Laura Bégon-Lours
- Elisabetta Morabito
- et al.
- 2023
- MRS Fall Meeting 2023
AI Hardware Center
The IBM Research AI Hardware Center is a global research collaboration hub dedicated to creating the next generation of systems and chips for AI workloads, as well as expanding joint research efforts across technology, architecture, and algorithms.
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 →
