AI & ML Nature Is Weird

We just built a computer chip that acts like a human brain, but it processes info 10,000 times faster than the one in your head.

March 27, 2026

Original Paper

Characterization of Off-wafer Pulse Communication in BrainScaleS Neuromorphic System

Bernhard Vogginger, Vasilis Thanasoulis, Johannes Partzsch, Christian Mayr

arXiv · 2603.24854

AI-generated illustration

The Takeaway

Unlike traditional computers, this 'neuromorphic' hardware uses physical electrical pulses that mirror biological neurons but without the speed limits of biological chemistry. This allows researchers to compress years of neurological development or learning simulations into just a few minutes of real-world time.

From the abstract

Neuromorphic VLSI systems take inspiration from biology to enable efficient emulation of large-scale spiking neural networks and to explore new computational paradigms. To establish large neuromorphic systems, a sophisticated routing infrastructure is needed to communicate spikes between chips and to/from the host computer. For the BrainScaleS wafer-scale neuromorphic system considered in this work, especially the stimulation with input spikes and the recording of spikes is demanding, requiring