We are excited to introduce NeurONN’s second ONN integrated circuit (IC) which implements SKONN, a new mixed-signal ONN architecture that separates analog computation and digital propagation. The chip contains 16 neurons, 256 programmable synapses with 5 bits of resolution and will be used for solving combinatorial optimization problems, image processing and robotics tasks. Kudos to our PhD student, Corentin Delacour for this excellent contribution.
More details in our recent paper: https://hal.science/hal-03961010