We introduced a new feedforward ONN architecture to solve image edge detection with our digital design. This novel architecture proposes an alternative to convolutional filters in the case of image edge detection applications. And it will help explore novel ONN learning and applications beyond associative memory. Kudos to my Ph.D. student, Madeleine Abernot on her recent publication on IOP Neuromorphic Computing and Engineering, focus issue on Extreme Edge Computing. Read the full paper https://iopscience.iop.org/article/10.1088/2634-4386/acb2ef/meta