Neural Network Compression Method and Apparatus Patent Application
Summary
The European Patent Office published Nokia Technologies Oy's patent application EP4323929A1 for a method, apparatus, and computer program product for neural network compression. The application covers techniques to reduce the computational and memory requirements of neural networks while maintaining performance. No compliance deadlines or regulatory actions are associated with this patent publication.
What changed
The European Patent Office published Nokia Technologies Oy's patent application EP4323929A1 on March 25, 2026, disclosing a method, apparatus, and computer program product for compressing neural networks. The technology relates to reducing model size and computational requirements while preserving accuracy, with applications in edge computing and resource-constrained environments. The patent is classified under IPC codes H03M 7/30, G06N 3/08, G06N 20/00, and others, covering the technical implementation of neural network compression algorithms.
Patent publications are informational notices and do not require any action from most businesses. Technology companies developing AI/ML products may wish to conduct freedom-to-operate analyses to determine if Nokia's patented techniques overlap with their own implementations. Companies using neural network compression technologies should review potential licensing implications with patent counsel.
Source document (simplified)
A METHOD, AN APPARATUS AND A COMPUTER PROGRAM PRODUCT FOR NEURAL NETWORK COMPRESSION
Publication EP4323929A1 Kind: A1 Mar 25, 2026
Applicants
Nokia Technologies Oy
Inventors
AKSU, Emre, Baris, HANNUKSELA, Miska, Matias, REZAZADEGAN TAVAKOLI, Hamed, CRICRI, Francesco
IPC Classifications
H03M 7/30 20060101AFI20250225BHEP G06N 3/08 20230101ALI20250225BHEP G06F 17/16 20060101ALI20250225BHEP G06N 20/00 20190101ALI20250225BHEP G06N 3/10 20060101ALN20250225BHEP G06N 3/082 20230101ALN20250225BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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