Search Results - "HASSOUN, JOSEPH" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC

by Jang, Jun-Woo, Lee, Sehwan, Kim, Dongyoung, Park, Hyunsun, Ardestani, Ali Shafiee, Choi, Yeongjae, Kim, Channoh, Kim, Yoojin, Yu, Hyeongseok, Abdel-Aziz, Hamzah, Park, Jun-Seok, Lee, Heonsoo, Lee, Dongwoo, Kim, Myeong Woo, Jung, Hanwoong, Nam, Heewoo, Lim, Dongguen, Lee, Seungwon, Song, Joon-Ho, Kwon, Suknam, Hassoun, Joseph, Lim, SukHwan, Choi, Changkyu
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)

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Conference Proceeding

N:M DNNS ACCELERATION WITH BLOCK-WISE N:M STRUCTURED WEIGHT SPARSITY

N:M DNNS ACCELERATION WITH BLOCK-WISE N:M STRUCTURED WEIGHT SPARSITY

by HASSOUN JOSEPH, ABDELAZIZ HAMZAH
Year of Publication 23.05.2024

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Patent

RUNTIME RECONFIGURABLE COMPRESSION FORMAT CONVERSION

RUNTIME RECONFIGURABLE COMPRESSION FORMAT CONVERSION

by HASSOUN JOSEPH, PEDRAM ARDAVAN, SHIN JONG HOON
Year of Publication 24.05.2024

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Patent

RUNTIME RECONFIGURABLE COMPRESSION FORMAT CONVERSION WITH BIT-PLANE GRANULARITY

RUNTIME RECONFIGURABLE COMPRESSION FORMAT CONVERSION WITH BIT-PLANE GRANULARITY

by HASSOUN JOSEPH, PEDRAM ARDAVAN, SHIN JONG HOON
Year of Publication 24.05.2024

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Patent

WEIGHT-SPARSE NPU WITH FINE-GRAINED STRUCTURED SPARSITY

WEIGHT-SPARSE NPU WITH FINE-GRAINED STRUCTURED SPARSITY

by HASSOUN JOSEPH, PEDRAM ARDAVAN, SHIN JONG HOON
Year of Publication 28.03.2024

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Patent

NEURAL PROCESSING UNIT

NEURAL PROCESSING UNIT

by HASSOUN JOSEPH, PEDRAM ARDAVAN, SHIN JONG HOON
Year of Publication 28.03.2024

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Patent

PROV-IO ^+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems

PROV-IO ^+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems

by Han, Runzhou, Zheng, Mai, Byna, Suren, Tang, Houjun, Dong, Bin, Dai, Dong, Chen, Yong, Kim, Dongkyun, Hassoun, Joseph, Thorsley, David
Published in IEEE transactions on parallel and distributed systems (01.05.2024)

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Journal Article

PROCESSOR FOR FINE-GRAIN SPARSE INTEGER AND FLOATING-POINT OPERATIONS

PROCESSOR FOR FINE-GRAIN SPARSE INTEGER AND FLOATING-POINT OPERATIONS

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 18.05.2022

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Patent

PROCESSOR FOR FINE-GRAIN SPARSE INTEGER AND FLOATING-POINT OPERATIONS

PROCESSOR FOR FINE-GRAIN SPARSE INTEGER AND FLOATING-POINT OPERATIONS

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 18.05.2022

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Patent

PROCESSOR WITH OUTLIER ACCOMMODATION

PROCESSOR WITH OUTLIER ACCOMMODATION

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 15.04.2022

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Patent

SYSTEM AND METHOD FOR INCREASING UTILIZATION OF DOT-PRODUCT BASED NEURAL NETWORK ACCELERATOR

SYSTEM AND METHOD FOR INCREASING UTILIZATION OF DOT-PRODUCT BASED NEURAL NETWORK ACCELERATOR

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 27.10.2021

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Patent

CNN 3x3 1x3 3x1 CNN LOW OVERHEAD IMPLEMENTATION OF WINOGRAD FOR CNN WITH 3x3 1x3 AND 3x1 FILTERS ON WEIGHT STATION DOT-PRODUCT BASED CNN ACCELERATORS

CNN 3x3 1x3 3x1 CNN LOW OVERHEAD IMPLEMENTATION OF WINOGRAD FOR CNN WITH 3x3 1x3 AND 3x1 FILTERS ON WEIGHT STATION DOT-PRODUCT BASED CNN ACCELERATORS

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 29.09.2021

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Patent

2 ACCELERATING 2D CONVOLUTIONAL LAYER MAPPING ON A DOT PRODUCT ARCHITECTURE

2 ACCELERATING 2D CONVOLUTIONAL LAYER MAPPING ON A DOT PRODUCT ARCHITECTURE

by HASSOUN JOSEPH, SHAFIEE ARDESTANI ALI
Year of Publication 22.06.2021

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Patent

STRUCTURED SPARSE MEMORY HIERARCHY FOR DEEP LEARNING

STRUCTURED SPARSE MEMORY HIERARCHY FOR DEEP LEARNING

by PEDRAM ARDAVAN, SHIN JONG HOON, HASSOUN JOSEPH H
Year of Publication 28.03.2024

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Patent

Algorithm/architecture solutions to improve beyond uniform quantization in embedded DNN accelerators

Algorithm/architecture solutions to improve beyond uniform quantization in embedded DNN accelerators

by Pedram, Ardavan, Shafie Ardestani, Ali, Li, Ling, Abdelaziz, Hamzah, Fang, Jun, Hassoun, Joseph
Published in Journal of systems architecture (01.05.2022)

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Journal Article

INTEGRATING SPATIAL LOCALITY INTO IMAGE TRANSFORMERS WITH MASKED ATTENTION

INTEGRATING SPATIAL LOCALITY INTO IMAGE TRANSFORMERS WITH MASKED ATTENTION

by LI LING, SHAFIEE ARDESTANI ALI, HASSOUN JOSEPH H
Year of Publication 12.04.2023

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Patent

CIRCUIT FOR HANDLING PROCESSING WITH OUTLIERS

CIRCUIT FOR HANDLING PROCESSING WITH OUTLIERS

by HASSOUN JOSEPH, ABDELAZIZ HAMZAH AHMED ALI, SHAFIEE ARDESTANI ALI
Year of Publication 04.01.2023

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Patent

CORE OF NEURAL PROCESSING UNITS AND METHOD TO CONFIGURE THE SAME

CORE OF NEURAL PROCESSING UNITS AND METHOD TO CONFIGURE THE SAME

by SHIN JONG HOON, SHAFIEE ARDESTANI ALI, HASSOUN JOSEPH H
Year of Publication 29.12.2022

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Patent

NEURAL NETWORK ACCLELERATOR

NEURAL NETWORK ACCLELERATOR

by ABDELAZIZ HAMZAH AHMED ALI, SHAFIEE ARDESTANI ALI, HASSOUN JOSEPH H
Year of Publication 26.12.2022

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Patent

A core of neural processing units and a method to process input feature map values of a layer of a neural network

A core of neural processing units and a method to process input feature map values of a layer of a neural network

by SHIN JONG HOON, SHAFIEE ARDESTANI ALI, HASSOUN JOSEPH H
Year of Publication 19.12.2022

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Patent

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