NeuroWare Maps UK Neuromorphic Computing to 2050 as Market Nears $20 Billion by 2030
Updated
Updated · The Conversation · Sep 16
NeuroWare Maps UK Neuromorphic Computing to 2050 as Market Nears $20 Billion by 2030
3 articles · Updated · The Conversation · Sep 16
Summary
NeuroWare has drawn up a UK neuromorphic-computing roadmap to 2050, arguing brain-inspired chips need coordinated investment, open-access prototyping facilities, common standards and cross-disciplinary talent.
The push targets AI’s energy problem and the Von Neumann bottleneck by using event-driven designs that process data only when needed and bring memory closer to computation.
IBM has shown up to 10,000-fold energy savings on event-driven tasks with its TrueNorth chip, while event cameras and BrainChip processors already serve low-power sensing, autonomous systems and space tracking.
NeuroWare says neuromorphic hardware is more likely to complement GPUs than replace them, handling privacy-sensitive or low-latency workloads directly on devices instead of sending data to the cloud.
With the neuromorphic market forecast to nearly quadruple to $20 billion by 2030, the UK hub says the missing piece is infrastructure to move from systems like Manchester’s SpiNNaker to mass-market devices.