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Convolutional neural network (CNN) processing method and apparatus
SON **woo, C Son, HAN JaeJoon… - US Patent 11,514,290, 2022 - Google Patents
2017-12-11 Assigned to SAMSUNG ELECTRONICS CO., LTD. reassignment SAMSUNG
ELECTRONICS CO., LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT …
ELECTRONICS CO., LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT …
Method and electronic apparatus for adjusting a neural network
LIN Yu-Hsun, CN Chou, E Chang - US Patent 11,379,716, 2022 - Google Patents
(57) ABSTRACT A method for adjusting a convolutional neural network includes following
operations. The convolutional neural network includes convolution layers in a sequential …
operations. The convolutional neural network includes convolution layers in a sequential …
Dynamic pruning of neurons on-the-fly to accelerate neural network inferences
D Gorokhov, A Kozlov - US Patent 12,056,614, 2024 - Google Patents
Abstract Systems, apparatuses and methods may provide for technology that aggregates
contextual information from a first network layer in a neural network having a second …
contextual information from a first network layer in a neural network having a second …
Computer-implemented methods and systems for dnn weight pruning for real-time execution on mobile devices
(52) US Cl. CPC GO6N 3/082 (2013.01); G06K 9/6249 (2013.01); G06N 3/04 (2013.01)(57)
ABSTRACT A computer-implemented method is disclosed for compress ing a deep neural …
ABSTRACT A computer-implemented method is disclosed for compress ing a deep neural …
Pruning neural networks that include element-wise operations
V Praveen, A Ubale, P Sriram, G Heinrich… - US Patent App. 16 …, 2020 - Google Patents
US20200160185A1 - Pruning neural networks that include element-wise operations - Google
Patents US20200160185A1 - Pruning neural networks that include element-wise operations …
Patents US20200160185A1 - Pruning neural networks that include element-wise operations …
Neuromorphic memory circuit and method of neurogenesis for an artificial neural network
(57) ABSTRACT A memory circuit configured to perform multiply-accumulate (MAC)
operations for performance of an artificial neural network includes a series of synapse cells …
operations for performance of an artificial neural network includes a series of synapse cells …
Methods for neural network sparsity channel generation and inference
M Guo - US Patent App. 16/734,268, 2021 - Google Patents
Methods are disclosed for accelerating inference operations of neural network (NN) models
that take advantage of sparse channels. An offline method consolidates sparse channels for …
that take advantage of sparse channels. An offline method consolidates sparse channels for …
Low rank matrix compression
In an example, an apparatus comprises logic, at least partially including hardware logic, to
implement a lossy compression algorithm which utilizes a data transform and quantization …
implement a lossy compression algorithm which utilizes a data transform and quantization …
Low rank matrix compression
H04N19/42—Methods or arrangements for coding, decoding, compressing or
decompressing digital video signals characterised by implementation details or hardware …
decompressing digital video signals characterised by implementation details or hardware …
Method, apparatus, and electronic device for training place recognition model
A computer device extracts local features of sample images based on a first part of a
convolutional neural network (CNN) model. The sample images comprise a plurality of …
convolutional neural network (CNN) model. The sample images comprise a plurality of …