Finally, a call to the neuroscience community: the BID is the perfect tool to study low-dimensional dynamics directly at the level of spikes in both spiking network models and data. Feel free to get in touch if you're interested in collaborating. N/N

We look forward to applying this approach to study intrinsic dimension in non-equilibrium systems and neural representations in quantized neural networks. 4/N

We find that the BID scales sublinearly in the spin-glass phase, with changes of scaling exponents sitting at phase transitions. 3/N

We directly link the BID estimator for the intrinsic dimensionality of the spin dynamics to the overlap distribution in finite-size systems. 2/N

Fantastic. Congrats Will.