|
US10360163B2
(en)
|
2016-10-27 |
2019-07-23 |
Google Llc |
Exploiting input data sparsity in neural network compute units
|
|
US9959498B1
(en)
|
2016-10-27 |
2018-05-01 |
Google Llc |
Neural network instruction set architecture
|
|
US10175980B2
(en)
*
|
2016-10-27 |
2019-01-08 |
Google Llc |
Neural network compute tile
|
|
US10733505B2
(en)
*
|
2016-11-10 |
2020-08-04 |
Google Llc |
Performing kernel striding in hardware
|
|
TWI634490B
(zh)
*
|
2016-11-14 |
2018-09-01 |
美商耐能股份有限公司 |
卷積運算裝置及卷積運算方法
|
|
US10198401B2
(en)
*
|
2016-12-30 |
2019-02-05 |
Intel Corporation |
Max pooling in a matrix processing architecture
|
|
TWI607389B
(zh)
*
|
2017-02-10 |
2017-12-01 |
耐能股份有限公司 |
卷積神經網路的池化運算裝置及方法
|
|
US11132599B2
(en)
|
2017-02-28 |
2021-09-28 |
Microsoft Technology Licensing, Llc |
Multi-function unit for programmable hardware nodes for neural network processing
|
|
US10346944B2
(en)
|
2017-04-09 |
2019-07-09 |
Intel Corporation |
Machine learning sparse computation mechanism
|
|
CN119151768A
(zh)
|
2017-05-05 |
2024-12-17 |
英特尔公司 |
用于整数深度学习原语的动态精度管理
|
|
US10643297B2
(en)
*
|
2017-05-05 |
2020-05-05 |
Intel Corporation |
Dynamic precision management for integer deep learning primitives
|
|
US10776694B2
(en)
*
|
2017-05-16 |
2020-09-15 |
Samsung Electronics Co., Ltd. |
Optimized neural network input stride method and apparatus
|
|
US11868804B1
(en)
|
2019-11-18 |
2024-01-09 |
Groq, Inc. |
Processor instruction dispatch configuration
|
|
US11360934B1
(en)
|
2017-09-15 |
2022-06-14 |
Groq, Inc. |
Tensor streaming processor architecture
|
|
US11243880B1
(en)
|
2017-09-15 |
2022-02-08 |
Groq, Inc. |
Processor architecture
|
|
US11170307B1
(en)
|
2017-09-21 |
2021-11-09 |
Groq, Inc. |
Predictive model compiler for generating a statically scheduled binary with known resource constraints
|
|
KR102442055B1
(ko)
*
|
2017-09-26 |
2022-09-13 |
삼성전자주식회사 |
전자 장치 및 그 제어 방법
|
|
GB2570186B
(en)
|
2017-11-06 |
2021-09-01 |
Imagination Tech Ltd |
Weight buffers
|
|
CN108108811B
(zh)
*
|
2017-12-18 |
2021-07-30 |
南京地平线机器人技术有限公司 |
神经网络中的卷积计算方法和电子设备
|
|
CN108133270B
(zh)
*
|
2018-01-12 |
2020-08-04 |
清华大学 |
卷积神经网络加速方法及装置
|
|
US10796198B2
(en)
|
2018-02-08 |
2020-10-06 |
Western Digital Technologies, Inc. |
Adjusting enhancement coefficients for neural network engine
|
|
US11494620B2
(en)
|
2018-02-08 |
2022-11-08 |
Western Digital Technologies, Inc. |
Systolic neural network engine capable of backpropagation
|
|
JP7108702B2
(ja)
*
|
2018-03-22 |
2022-07-28 |
アマゾン テクノロジーズ インコーポレイテッド |
複数の入力データセットのための処理
|
|
US11475306B2
(en)
|
2018-03-22 |
2022-10-18 |
Amazon Technologies, Inc. |
Processing for multiple input data sets
|
|
US10621489B2
(en)
|
2018-03-30 |
2020-04-14 |
International Business Machines Corporation |
Massively parallel neural inference computing elements
|
|
US12182686B2
(en)
*
|
2018-04-30 |
2024-12-31 |
International Business Machines Corporation |
Neural hardware accelerator for parallel and distributed tensor computations
|
|
US11783174B2
(en)
|
2018-05-04 |
2023-10-10 |
Apple Inc. |
Splitting of input data for processing in neural network processor
|
|
CN108764182B
(zh)
*
|
2018-06-01 |
2020-12-08 |
阿依瓦(北京)技术有限公司 |
一种优化的用于人工智能的加速方法和装置
|
|
US12099912B2
(en)
|
2018-06-22 |
2024-09-24 |
Samsung Electronics Co., Ltd. |
Neural processor
|
|
CN109036460B
(zh)
*
|
2018-08-28 |
2020-01-07 |
百度在线网络技术(北京)有限公司 |
基于多模型神经网络的语音处理方法和装置
|
|
EP3617953A1
(en)
*
|
2018-08-30 |
2020-03-04 |
Koninklijke Philips N.V. |
An adaptable neural network
|
|
CN109190758B
(zh)
*
|
2018-09-04 |
2021-06-15 |
地平线(上海)人工智能技术有限公司 |
用于展开卷积神经网络的张量数据的方法和装置
|
|
US11204976B2
(en)
*
|
2018-11-19 |
2021-12-21 |
Groq, Inc. |
Expanded kernel generation
|
|
US12340300B1
(en)
|
2018-09-14 |
2025-06-24 |
Groq, Inc. |
Streaming processor architecture
|
|
CN110969247B
(zh)
*
|
2018-09-30 |
2024-04-09 |
北京地平线信息技术有限公司 |
基于神经网络的张量处理方法、装置和电子设备
|
|
CN112771546A
(zh)
*
|
2018-09-30 |
2021-05-07 |
华为技术有限公司 |
运算加速器和压缩方法
|
|
DE102018217090A1
(de)
*
|
2018-10-05 |
2020-04-09 |
Robert Bosch Gmbh |
Verfahren, künstliches neuronales Netz, Vorrichtung, Computerprogramm und maschinenlesbares Speichermedium zur semantischen Segmentierung von Bilddaten
|
|
CN109376843B
(zh)
*
|
2018-10-12 |
2021-01-08 |
山东师范大学 |
基于fpga的脑电信号快速分类方法、实现方法及装置
|
|
US11636325B2
(en)
|
2018-10-24 |
2023-04-25 |
Macronix International Co., Ltd. |
In-memory data pooling for machine learning
|
|
JP7315317B2
(ja)
|
2018-11-09 |
2023-07-26 |
株式会社Preferred Networks |
プロセッサおよびプロセッサのデータ転送方法
|
|
US11562229B2
(en)
*
|
2018-11-30 |
2023-01-24 |
Macronix International Co., Ltd. |
Convolution accelerator using in-memory computation
|
|
US11934480B2
(en)
|
2018-12-18 |
2024-03-19 |
Macronix International Co., Ltd. |
NAND block architecture for in-memory multiply-and-accumulate operations
|
|
US20200202198A1
(en)
*
|
2018-12-21 |
2020-06-25 |
Waymo Llc |
Neural network processor
|
|
CN109919321A
(zh)
*
|
2019-02-01 |
2019-06-21 |
京微齐力(北京)科技有限公司 |
单元具有本地累加功能的人工智能模块及系统芯片
|
|
US11556764B2
(en)
*
|
2019-03-01 |
2023-01-17 |
Microsoft Technology Licensing, Llc |
Deriving a concordant software neural network layer from a quantized firmware neural network layer
|
|
US10929058B2
(en)
|
2019-03-25 |
2021-02-23 |
Western Digital Technologies, Inc. |
Enhanced memory device architecture for machine learning
|
|
US11783176B2
(en)
|
2019-03-25 |
2023-10-10 |
Western Digital Technologies, Inc. |
Enhanced storage device memory architecture for machine learning
|
|
US12456045B2
(en)
*
|
2019-03-30 |
2025-10-28 |
Microsoft Technology Licensing, Llc |
Embedded learning for response prediction in content item relevance
|
|
US11671111B2
(en)
|
2019-04-17 |
2023-06-06 |
Samsung Electronics Co., Ltd. |
Hardware channel-parallel data compression/decompression
|
|
CN110135580B
(zh)
*
|
2019-04-26 |
2021-03-26 |
华中科技大学 |
一种卷积网络全整型量化方法及其应用方法
|
|
US12182577B2
(en)
|
2019-05-01 |
2024-12-31 |
Samsung Electronics Co., Ltd. |
Neural-processing unit tile for shuffling queued nibbles for multiplication with non-zero weight nibbles
|
|
US11880760B2
(en)
|
2019-05-01 |
2024-01-23 |
Samsung Electronics Co., Ltd. |
Mixed-precision NPU tile with depth-wise convolution
|
|
KR102373802B1
(ko)
*
|
2019-06-12 |
2022-03-16 |
주식회사 사피온코리아 |
신경망 연산 효율 증대를 위한 신경망 가속기 및 그의 동작 방법
|
|
US11487998B2
(en)
*
|
2019-06-17 |
2022-11-01 |
Qualcomm Incorporated |
Depth-first convolution in deep neural networks
|
|
US11308396B2
(en)
*
|
2019-06-27 |
2022-04-19 |
Amazon Technologies, Inc. |
Neural network layer-by-layer debugging
|
|
US11379555B2
(en)
*
|
2019-06-28 |
2022-07-05 |
Amazon Technologies, Inc. |
Dilated convolution using systolic array
|
|
US10997116B2
(en)
*
|
2019-08-06 |
2021-05-04 |
Microsoft Technology Licensing, Llc |
Tensor-based hardware accelerator including a scalar-processing unit
|
|
US11449739B2
(en)
*
|
2019-08-22 |
2022-09-20 |
Google Llc |
General padding support for convolution on systolic arrays
|
|
CN114450699B
(zh)
*
|
2019-09-24 |
2025-01-28 |
平头哥(上海)半导体技术有限公司 |
由处理单元实现的方法、可读存储介质和处理单元
|
|
US12229657B2
(en)
|
2019-10-08 |
2025-02-18 |
Apple Inc. |
Multi-mode planar engine for neural processor
|
|
TWI774067B
(zh)
*
|
2019-10-18 |
2022-08-11 |
旺宏電子股份有限公司 |
記憶體裝置及其記憶體內計算方法
|
|
JP7462140B2
(ja)
*
|
2019-10-29 |
2024-04-05 |
国立大学法人 熊本大学 |
ニューラルネットワーク回路及びニューラルネットワーク演算方法
|
|
CN110852424B
(zh)
*
|
2019-11-15 |
2023-07-25 |
广东工业大学 |
一种对抗生成网络的处理方法和装置
|
|
US20230004810A1
(en)
*
|
2019-12-06 |
2023-01-05 |
Nec Corporation |
Parameter optimization device, parameter optimization method, and parameter optimization program
|
|
CN111027683A
(zh)
*
|
2019-12-09 |
2020-04-17 |
Oppo广东移动通信有限公司 |
数据处理方法、装置、存储介质及电子设备
|
|
US12112141B2
(en)
|
2019-12-12 |
2024-10-08 |
Samsung Electronics Co., Ltd. |
Accelerating 2D convolutional layer mapping on a dot product architecture
|
|
US12346812B2
(en)
*
|
2020-02-07 |
2025-07-01 |
The Regents Of The University Of California |
Query optimization for deep convolutional neural network inferences
|
|
US11507831B2
(en)
*
|
2020-02-24 |
2022-11-22 |
Stmicroelectronics International N.V. |
Pooling unit for deep learning acceleration
|
|
EP4115346A4
(en)
*
|
2020-03-10 |
2024-03-20 |
Aip Semi, Inc. |
Hardware architecture for processing data in neural network
|
|
US11604975B2
(en)
|
2020-04-09 |
2023-03-14 |
Apple Inc. |
Ternary mode of planar engine for neural processor
|
|
US11507817B2
(en)
|
2020-04-17 |
2022-11-22 |
Samsung Electronics Co., Ltd. |
System and method for performing computations for deep neural networks
|
|
US11488066B2
(en)
*
|
2020-04-21 |
2022-11-01 |
SiMa Technologies, Inc. |
Efficient convolution of multi-channel input samples with multiple kernels
|
|
CN115836299B
(zh)
*
|
2020-05-27 |
2025-10-24 |
深圳引望智能技术有限公司 |
使用卷积神经网络(cnn)来处理包括由用于测量距离的2d或3d传感器提供的空间信息的扫描的数据流
|
|
JP6931252B1
(ja)
*
|
2020-08-07 |
2021-09-01 |
LeapMind株式会社 |
ニューラルネットワーク回路およびニューラルネットワーク回路の制御方法
|
|
KR102430837B1
(ko)
*
|
2020-08-24 |
2022-08-09 |
울산과학기술원 |
기계학습 모델에 포함된 복수의 레이어들을 분할하고, 분할한 레이어들을 수행하는 프로세서를 결정하는 방법 및 상기 방법을 수행하는 장치
|
|
CN112070067B
(zh)
*
|
2020-10-12 |
2023-11-21 |
乐普(北京)医疗器械股份有限公司 |
一种光体积描计信号的散点图分类方法和装置
|
|
KR20220078819A
(ko)
*
|
2020-12-04 |
2022-06-13 |
삼성전자주식회사 |
딥러닝 연산 수행 방법 및 장치
|
|
JP7413249B2
(ja)
*
|
2020-12-25 |
2024-01-15 |
日立Astemo株式会社 |
情報処理装置、情報処理方法
|
|
CN115496190A
(zh)
*
|
2021-06-18 |
2022-12-20 |
南京大学 |
一种面向卷积神经网络训练的高效可重构硬件加速器
|
|
KR102361249B1
(ko)
*
|
2021-08-02 |
2022-02-14 |
오픈엣지테크놀로지 주식회사 |
브로드캐스팅 멀티플라이 최적화 방법 및 이를 이용한 하드웨어 가속기, 이를 이용한 컴퓨팅 장치
|
|
US20230042773A1
(en)
*
|
2021-08-09 |
2023-02-09 |
Industry-Academic Cooperation Foundation, Yonsei University |
Neural network computing device and control method thereof
|
|
US12299597B2
(en)
|
2021-08-27 |
2025-05-13 |
Macronix International Co., Ltd. |
Reconfigurable AI system
|
|
US12321603B2
(en)
|
2023-02-22 |
2025-06-03 |
Macronix International Co., Ltd. |
High bandwidth non-volatile memory for AI inference system
|
|
US12417170B2
(en)
|
2023-05-10 |
2025-09-16 |
Macronix International Co., Ltd. |
Computing system and method of operation thereof
|