Combining convolution and deconvolution for object detection

B Jiang, X Li, S Quan, Y Pan - US Patent 10,628,705, 2020 - Google Patents
Provided are systems, methods, and computer-readable medium for operating a neural
network. In various imple mentations, the neural network can receive an input image that …

Systems and methods for efficiently updating neural networks

N Rotem, AU Diril, M Smelyanskiy, JS Park… - US Patent …, 2020 - Google Patents
The disclosed computer-implemented method for efficiently updating neural networks may
include (i) identifying a neural network that comprises sets of interconnected nodes …

Secure data processing

RJ Heaton, RR Huang, R Diamant… - US Patent …, 2021 - Google Patents
Systems and methods for performing neural network pro cessing are provided. In one
example, a system comprises a neural network processor comprising: a data decryption …

Efficient utilization of processing element array

JT Huynh, R Diamant, H Zheng, Y Liu, A Jain… - US Patent …, 2023 - Google Patents
A computer-implemented method includes receiving a neural network model for
implementation using a processing element array, where the neural network model includes …

Interface layer obfuscation and usage thereof

F Copty, A Jarrous, R Levy, SK Barner - US Patent 10,798,075, 2020 - Google Patents
A system, an apparatus, a computer program product and a method for obfuscation-based
security and authentication. The method comprises: obtaining a different key for each …

Systems and methods for protecting neural network weights

N Rotem, AU Diril, M Smelyanskiy, JS Park… - US Patent …, 2020 - Google Patents
The disclosed computer-implemented method may include (i) identifying a neural network
that comprises an interconnected set of nodes organized in a set of layers represented by a …

Electronic apparatus and method for controlling thereof

J Moon, S Wook, WOO Sangjung, LIM Geunsik… - US Patent …, 2024 - Google Patents
An electronic apparatus and a method for controlling thereof are provided. The electronic
apparatus includes a memory storing an artificial neural network and metadata including …

Systems and methods for protecting neural network weights

N Rotem, AU Diril, M Smelyanskiy, JS Park… - US Patent …, 2022 - Google Patents
The disclosed computer-implemented method may include (i) identifying a neural network
that comprises an interconnected set of nodes organized in a set of layers represented by a …

Data processing system and method

S Saeed, D Croxford, DH Symes - US Patent 11,824,977, 2023 - Google Patents
A data processing system including storage. The data processing system also includes at
least one processor to generate output data using at least a portion of a first neural network …

Method and device with neural network implementation

YU Hyeongseok, SIM Hyeonuk… - US Patent 11,829,862, 2023 - Google Patents
A neural network device includes: an on-chip buffer memory that stores an input feature map
of a first layer of a neural network, a computational circuit that receives the input feature map …