BrainScaleS wafer-scale neuromorphic system

Realizes: accelerated analog spiking neural network emulation

BrainScaleS wafer-scale neuromorphic system blends analog wafer-scale integrators with digital control, forming the EBRAINS neuromorphic computing service for fast emulation of spiking neural networks.

Examples

BrainScaleS via EBRAINS neuromorphic computing service

Access to BrainScaleS through the EBRAINS Neuromorphic Computing service orchestrates analog neuron, synapse, and plasticity circuits into accelerated experiments for spiking network models.

Physical emulation of neuron and synapse dynamics via analog circuits with digital spike routing, exposed through PyNN so that users can accelerate plasticity experiments by up to 10,000x biological real time. accelerated wafer-scale picojoule-range

BrainScaleS wafer-scale analog neuromorphic platform

Demonstration of the BrainScaleS wafer running analog STDP-driven spiking networks to classify sensory patterns and explore biologically realistic plasticity while operating orders of magnitude faster than real time.

Online analog spike-based learning and inference with STDP accelerated-time wafer-scale picojoule-range