Neuromorph Labs is building the software layer that makes next-generation, brain-inspired computing usable for modern AI
Neuromorph Labs is building the software layer that makes next-generation, brain-inspired computing usable for modern AI. While neuromorphic hardware promises massive gains in energy efficiency and parallelism, adoption remains limited. Today's AI models are built for dense GPU computation, and existing neuromorphic systems require rewrites, retraining, or significant accuracy trade-offs. The bottleneck is no longer hardware — it's software. Neuromorph Labs addresses this gap by developing a CUDA-like, developer-first abstraction layer that bridges modern AI workflows with event-driven, energy-efficient hardware. Our approach treats neuromorphic execution as an optimization backend rather than a paradigm shift, enabling safe, incremental adoption alongside CPUs and GPUs. We focus on making advanced hardware practical: profiling workloads, exploiting temporal sparsity, and providing clear benchmarks across accuracy, latency, and energy efficiency. Founded in 2026, Neuromorph Labs operates across Europe and works at the intersection of AI infrastructure, neuromorphic computing, and sustainable high-performance systems.
Neuromorph Labs is building the software layer that makes next-generation, brain-inspired computing usable for modern AI
Neuromorph Labs is building the software layer that makes next-generation, brain-inspired computing usable for modern AI. While neuromorphic hardware promises massive gains in energy efficiency and parallelism, adoption remains limited. Today's AI models are built for dense GPU computation, and existing neuromorphic systems require rewrites, retraining, or significant accuracy trade-offs. The bottleneck is no longer hardware — it's software. Neuromorph Labs addresses this gap by developing a CUDA-like, developer-first abstraction layer that bridges modern AI workflows with event-driven, energy-efficient hardware. Our approach treats neuromorphic execution as an optimization backend rather than a paradigm shift, enabling safe, incremental adoption alongside CPUs and GPUs. We focus on making advanced hardware practical: profiling workloads, exploiting temporal sparsity, and providing clear benchmarks across accuracy, latency, and energy efficiency. Founded in 2026, Neuromorph Labs operates across Europe and works at the intersection of AI infrastructure, neuromorphic computing, and sustainable high-performance systems.