Bita Darvish Rouhani

Person

Redmond, WA, US

People

Patents Grantslast 30 patents

Information Patent Grant
System for training an artificial neural network
- Patent number 12,190,235
- Issue date Jan 7, 2025
- Microsoft Technology Licensing, LLC
- Maximilian Golub
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adjusting activation compression for neural network training
- Patent number 12,165,038
- Issue date Dec 10, 2024
- Microsoft Technology Licensing, LLC
- Daniel Lo
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hierarchical and shared exponent floating point data types
- Patent number 11,886,833
- Issue date Jan 30, 2024
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Training neural network accelerators using mixed precision data for...
- Patent number 11,676,003
- Issue date Jun 13, 2023
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Subsampling training data during artificial neural network training
- Patent number 11,494,614
- Issue date Nov 8, 2022
- Microsoft Technology Licensing, LLC
- Eric S. Chung
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
ADJUSTING ACTIVATION COMPRESSION FOR NEURAL NETWORK TRAINING
- Publication number 20250061320
- Publication date Feb 20, 2025
- Microsoft Technology Licensing, LLC
- Daniel Lo
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
OPTIMIZING DEEP NEURAL NETWORK MODELS BASED ON SPARSIFICATION AND Q...
- Publication number 20240403644
- Publication date Dec 5, 2024
- Microsoft Technology Licensing, LLC
- Rasoul SHAFIPOUR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETERMINING SHARED EXPONENT VALUES FOR SHARED EXPONENT FLOATING POI...
- Publication number 20240402993
- Publication date Dec 5, 2024
- Microsoft Technology Licensing, LLC
- Rasoul SHAFIPOUR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR SPARSE MATRIX MULTIPLICATION
- Publication number 20230385374
- Publication date Nov 30, 2023
- Microsoft Technology Licensing, LLC
- Venmugil ELANGO
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL CUSTOMIZATION OF TRANSFORMERS FOR IMPROVED EFFICIENCY
- Publication number 20230376725
- Publication date Nov 23, 2023
- Microsoft Tachnology Licensing, LLC
- Maral Mesmakhosroshahi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSIFYING VECTORS FOR NEURAL NETWORK MODELS BASED ON OVERLAPPING...
- Publication number 20230334284
- Publication date Oct 19, 2023
- Microsoft Technology Licensing, LLC
- Girish Vishnu VARATKAR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MIXTURE OF EXPERTS MODELS WITH SPARSIFIED WEIGHTS
- Publication number 20230316042
- Publication date Oct 5, 2023
- Microsoft Technology Licensing, LLC
- Bita DARVISH ROUHANI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING MODEL PROCESSING BASED ON PERPLEXITY
- Publication number 20230316043
- Publication date Oct 5, 2023
- Microsoft Technology Licensing, LLC
- Bita DARVISH ROUHANI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSITY MASKING METHODS FOR NEURAL NETWORK TRAINING
- Publication number 20230316080
- Publication date Oct 5, 2023
- Microsoft Technology Licensing, LLC
- Maximilian Taylor GOLUB
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSITY AND QUANTIZATION FOR DEEP NEURAL NETWORKS
- Publication number 20230316039
- Publication date Oct 5, 2023
- Microsoft Technology Licensing, LLC
- Rasoul SHAFIPOUR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSIFYING NARROW DATA FORMATS FOR NEURAL NETWORKS
- Publication number 20220405571
- Publication date Dec 22, 2022
- Microsoft Technology Licensing, LLC
- Bita DARVISH ROUHANI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TURBO TRAINING FOR DEEP NEURAL NETWORKS
- Publication number 20220383092
- Publication date Dec 1, 2022
- Microsoft Technology Licensing, LLC
- Ritchie ZHAO
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA-AWARE MODEL PRUNING FOR NEURAL NETWORKS
- Publication number 20220383123
- Publication date Dec 1, 2022
- Microsoft Technology Licensing, LLC
- Venmugil ELANGO
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HIERARCHICAL AND SHARED EXPONENT FLOATING POINT DATA TYPES
- Publication number 20220253281
- Publication date Aug 11, 2022
- Microsoft Technology Licensing, LLC
- Bita DARVISH ROUHANI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM FOR TRAINING AN ARTIFICIAL NEURAL NETWORK
- Publication number 20220245444
- Publication date Aug 4, 2022
- Microsoft Technology Licensing, LLC
- Maximilian Golub
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SUBSAMPLING TRAINING DATA DURING ARTIFICIAL NEURAL NETWORK TRAINING
- Publication number 20200302273
- Publication date Sep 24, 2020
- Microsoft Technology Licensing, LLC
- Eric S. CHUNG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADJUSTING ACTIVATION COMPRESSION FOR NEURAL NETWORK TRAINING
- Publication number 20200264876
- Publication date Aug 20, 2020
- Microsoft Technology Licensing, LLC
- Daniel Lo
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADJUSTING PRECISION AND TOPOLOGY PARAMETERS FOR NEURAL NETWORK TRAI...
- Publication number 20200210840
- Publication date Jul 2, 2020
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SCALED LEARNING FOR TRAINING DNN
- Publication number 20200202213
- Publication date Jun 25, 2020
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING NEURAL NETWORK ACCELERATORS USING MIXED PRECISION DATA FOR...
- Publication number 20200193274
- Publication date Jun 18, 2020
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NEURAL ENTROPY ENHANCED MACHINE LEARNING
- Publication number 20190197406
- Publication date Jun 27, 2019
- Microsoft Technology Licensing, LLC
- Bita Darvish Rouhani
- G06 - COMPUTING CALCULATING COUNTING

Bita Darvish Rouhani

Person

Patents Grantslast 30 patents

System for training an artificial neural network

Adjusting activation compression for neural network training

Hierarchical and shared exponent floating point data types

Training neural network accelerators using mixed precision data for...

Subsampling training data during artificial neural network training

Patents Applicationslast 30 patents

ADJUSTING ACTIVATION COMPRESSION FOR NEURAL NETWORK TRAINING

OPTIMIZING DEEP NEURAL NETWORK MODELS BASED ON SPARSIFICATION AND Q...

DETERMINING SHARED EXPONENT VALUES FOR SHARED EXPONENT FLOATING POI...

SYSTEMS AND METHODS FOR SPARSE MATRIX MULTIPLICATION

MODEL CUSTOMIZATION OF TRANSFORMERS FOR IMPROVED EFFICIENCY

SPARSIFYING VECTORS FOR NEURAL NETWORK MODELS BASED ON OVERLAPPING...

MIXTURE OF EXPERTS MODELS WITH SPARSIFIED WEIGHTS

MACHINE LEARNING MODEL PROCESSING BASED ON PERPLEXITY

SPARSITY MASKING METHODS FOR NEURAL NETWORK TRAINING

SPARSITY AND QUANTIZATION FOR DEEP NEURAL NETWORKS

SPARSIFYING NARROW DATA FORMATS FOR NEURAL NETWORKS

TURBO TRAINING FOR DEEP NEURAL NETWORKS

DATA-AWARE MODEL PRUNING FOR NEURAL NETWORKS

HIERARCHICAL AND SHARED EXPONENT FLOATING POINT DATA TYPES

SYSTEM FOR TRAINING AN ARTIFICIAL NEURAL NETWORK

SUBSAMPLING TRAINING DATA DURING ARTIFICIAL NEURAL NETWORK TRAINING

ADJUSTING ACTIVATION COMPRESSION FOR NEURAL NETWORK TRAINING

ADJUSTING PRECISION AND TOPOLOGY PARAMETERS FOR NEURAL NETWORK TRAI...

SCALED LEARNING FOR TRAINING DNN

TRAINING NEURAL NETWORK ACCELERATORS USING MIXED PRECISION DATA FOR...

NEURAL ENTROPY ENHANCED MACHINE LEARNING