Expandable Networks for Neuromorphic Chips

We have developed a grid network that broadcasts spikes (all-or-none events) in a multichip neuromorphic system by relaying them from chip to chip. The grid is expandable because, unlike a bus, its capacity does not decrease as more chips are added. The multiple relays do not increase latency because the grid's cycle time is shorter than the bus. We describe an asynchronous relay implementation that automatically assigns chip addresses to indicate the source of spikes, encoded as word-serial address-events. This design, which is integrated on each chip, connects neurons at corresponding locations on each of the chips (pointwise connectivity) and supports oblivious, targeted, and excluded delivery of spikes. Results from two chips fabricated in 0.25-mum technology are presented, showing word-rates up to 45.4 M events/s