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Jon Peddie Research’s Neuromorphic AI Processors report is a supply-side report; it covers the companies building neuromorphic compute processors.
The Neuromorphic AI Processors report defines neuromorphic AI processors and how they are used. The report also contains information about the companies in this segment and their technology and products, as well as the approaches each company is taking.
The broad neuromorphic landscape divides into three main categories. Digital SNN processors implement spike-based computation using CMOS logic. Analog and mixed-signal designs process signals in continuous domains to improve efficiency. A third group adopts neuromorphic principles without relying on spike timing, instead using digital, analog, or photonic methods to accelerate AI workloads.
Description
Neuromorphic computing is an emerging class of brain-inspired chips designed for ultra-low-power, event-driven AI inference at the edge. Neuromorphic chips solve a problem that GPUs cannot address economically — persistent, always-on intelligence in devices that run on a coin-cell battery for years.
The report covers the architecture, competitive landscape, and commercial trajectory of spiking neural network (SNN) chips.
The report includes competitive profiles, an SNN supplier table, market size and unit shipment forecasts through 2031, ASP analysis by segment, and an inflection signal assessment evaluating whether neuromorphic adoption represents a structural shift in AI hardware procurement.
The Neuromorphic AI Processors Report is a valuable resource for understanding the brain-inspired AI processor market, providing insight into the capabilities of these processors today and coming in the near future.
Neuromorphic AI Processors Report Table of Contents
- Introduction
- Development of neuromorphic AI processors
- CyberSwarm
- IBM
- IMChip
- Innatera
- Intel
- Polyn Technology
- Rayd Technologies
- SynSense
- The neuromorphic AI processor suppliers
- SSN processors
- Where will neuromorphic AI processors have the most success?
- What do we think?
- Market size and forecast
- Revenue
- Unit shipments
- ASP
- Disclosure
- Summary
- Library of AIP reports
