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Jack C. Gartside

@jackcgartside.bsky.social
50 followers 92 following 7 posts

Physics & neuromorphic computing researcher at Imperial College. Nanoscale metamaterials for magnetic, photonic & semiconductor physical neural nets. PI, Neuromorphic Metamaterials group.

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Jack C. Gartside @jackcgartside.bsky.social · 05/09/2026
New paper from our group :) Inspired by retinal ganglion cell networks, we built an on-chip photonic lasing network that can rapidly learn to solve complex visual tasks, from classification to image segmentation, from scarce training data. Out in Science Advances @science.org t.co/enRyRVgzlI
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Jack C. Gartside @jackcgartside.bsky.social · 23/01/2026
We have matching cats!
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Jack C. Gartside @jackcgartside.bsky.social · 23/01/2026
New preprint from our lab - Learning Nonlinear Heterogeneity in Physical Kolmogorov–Arnold Networks: arxiv.org/abs/2601.15340 We asked what if instead of training linear weights in physical neural networks, we train nonlinear physical dynamics. We find better performance, with fewer devices.
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