Method for Analyzing Neural Network Parameters for Technical Improvement and Memory Optimization

The EPO published patent EP3660748A1, granting STMicroelectronics exclusive rights to methods for analyzing neural network parameters to achieve technical improvements, particularly memory gains. The patent covers techniques for optimizing neural network memory usage through parameter analysis, pruning, and quantization, enabling more efficient deployment on hardware-constrained devices.

For semiconductor manufacturers, AI chip developers, and companies deploying neural networks on edge or IoT devices, this patent establishes intellectual property barriers in the EU market for memory optimization techniques. Parties developing similar technologies in designated states (AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR) should assess infringement risks and consider licensing or design-around strategies.