Compression of fully connected/recurrent layers of deep network (s) through enforcing spatial locality to weight matrices and effecting frequency compression
CY Chen, C Jungwook, K Gopalakrishnan… - US Patent …, 2024 - Google Patents
A system, having a memory that stores computer executable components, and a processor
that executes the computer executable components, reduces data size in connection with …
that executes the computer executable components, reduces data size in connection with …
Lossy layer compression for dynamic scaling of deep neural network processing
WJ Holland - US Patent 11,961,000, 2024 - Google Patents
An apparatus of operating a neural network is configured to compress one or more of
activations or weights in one or more layer of the neural network. The activations and/or …
activations or weights in one or more layer of the neural network. The activations and/or …
Text processing model training method, and text processing method and apparatus
(52) US CI. CPC GO6N 3/084 (2013.01); G06N 3/0454 (2013.01); G06F 40/279 (2020.01);
G06F 40/166 (2020.01); G06F 40/30 (2020.01)(57) ABSTRACT A text processing model …
G06F 40/166 (2020.01); G06F 40/30 (2020.01)(57) ABSTRACT A text processing model …
Convolutional neural network loop filter based on classifier
S Ma, X Fang, H Yin, R Yang - US Patent App. 17/626,778, 2022 - Google Patents
Techniques related to convolutional neural network based loop filtering for video coding are
discussed and include training a convolutional neural network loop filter for each of multiple …
discussed and include training a convolutional neural network loop filter for each of multiple …
Voice activity detection method, method for establishing voice activity detection model, computer device, and storage medium
LIU Haibo - US Patent 11,393,492, 2022 - Google Patents
A method for establishing a voice activity detection model includes obtaining a training
audio file and a target result of the training audio file, framing the training audio file to obtain …
audio file and a target result of the training audio file, framing the training audio file to obtain …
Video Compression in Removable Storage Device having Deep Learning Accelerator and Random Access Memory
P Kale - US Patent App. 16/906,261, 2021 - Google Patents
Systems, devices, and methods related to a Deep Learning Accelerator and memory are
described. For example, a data storage device may be configured to execute instructions …
described. For example, a data storage device may be configured to execute instructions …
Image compression method and related device
S Hu, J Wei, M Xiaofu - US Patent 10,540,574, 2020 - Google Patents
An example image compression method may include acquir ing an original image with a first
resolution; compressing the original image on the basis of the target model to obtain a …
resolution; compressing the original image on the basis of the target model to obtain a …
Artificial neural networks-based domain-and company-specific talent selection processes
WC Wong, H Lee - US Patent 11,238,411, 2022 - Google Patents
Methods and systems are provided for adaptive recruitment computer system. In one novel
aspect, the adaptive recruit ment computer system generates a question bank based on a …
aspect, the adaptive recruit ment computer system generates a question bank based on a …
Cache coherency adopted GPU shared memory
LI Zhichao, L Li, RY Hussain, B Gibbs, S Liu - US Patent 11,144,459, 2021 - Google Patents
An approach is provided in which a system includes a GPU cluster. The GPU cluster
includes multiple GPU nodes, that each includes a GPU core and a corresponding local …
includes multiple GPU nodes, that each includes a GPU core and a corresponding local …