Hardware4h ago
Photonic Computing for Deep Learning
Light-based processors use photons instead of electrons to execute matrix multiplications. Photonic computing reduces heat and energy consumption compared to traditional GPUs. While promising for efficiency, these systems face steep challenges in miniaturization and integration. Practitioners should view this as a long-term architectural shift rather than an immediate hardware replacement.