Swagath Venkataramani

Person

West Lafayette, IN, US

People

Patents Grantslast 30 patents

Information Patent Grant
Single function to perform combined matrix multiplication and bias...
- Patent number 12,236,338
- Issue date Feb 25, 2025
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method to map convolutional layers of deep neural network on a plur...
- Patent number 12,141,513
- Issue date Nov 12, 2024
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Multichannel memory to augment local memory
- Patent number 12,094,525
- Issue date Sep 17, 2024
- International Business Machines Corporation
- Ravi Nair
- G11 - INFORMATION STORAGE
Information Patent Grant
Low precision deep neural network enabled by compensation instructions
- Patent number 12,056,594
- Issue date Aug 6, 2024
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Exploiting fine-grained structured weight sparsity in systolic arrays
- Patent number 11,941,111
- Issue date Mar 26, 2024
- International Business Machines Corporation
- Sanchari Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Programmable multicast protocol for ring-topology based artificial...
- Patent number 11,831,467
- Issue date Nov 28, 2023
- International Business Machines Corporation
- Shubham Jain
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
System and method for consensus-based representation and error chec...
- Patent number 11,810,340
- Issue date Nov 7, 2023
- International Business Machines Corporation
- Pradip Bose
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Sparse systolic array design
- Patent number 11,669,489
- Issue date Jun 6, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Reducing the cost of n modular redundancy for neural networks
- Patent number 11,599,795
- Issue date Mar 7, 2023
- International Business Machines Corporation
- Pradip Bose
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hybrid data-model parallelism for efficient deep learning
- Patent number 11,556,450
- Issue date Jan 17, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System-aware selective quantization for performance optimized distr...
- Patent number 11,551,054
- Issue date Jan 10, 2023
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Optimized hierarchical scratchpads for enhanced artificial intellig...
- Patent number 11,429,524
- Issue date Aug 30, 2022
- International Business Machines Corporation
- Arvind Kumar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Dynamically resizing minibatch in neural network execution
- Patent number 11,354,573
- Issue date Jun 7, 2022
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Bi-scaled deep neural networks
- Patent number 11,263,518
- Issue date Mar 1, 2022
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Facilitating neural network efficiency
- Patent number 11,195,096
- Issue date Dec 7, 2021
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep neural network performance analysis on shared memory accelerat...
- Patent number 11,188,820
- Issue date Nov 30, 2021
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Approximate cache memory
- Patent number 11,151,040
- Issue date Oct 19, 2021
- Purdue Research Foundation
- Ashish Ranjan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Self-evaluating array of memory
- Patent number 11,037,650
- Issue date Jun 15, 2021
- International Business Machines Corporation
- Alper Buyuktosunoglu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Low-overhead error prediction and preemption in deep neural network...
- Patent number 11,016,840
- Issue date May 25, 2021
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Programmable data delivery by load and store agents on a processing...
- Patent number 10,838,868
- Issue date Nov 17, 2020
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Scalable-effort classifiers for energy-efficient machine learning
- Patent number 10,783,454
- Issue date Sep 22, 2020
- Microsoft Technology Licensing, LLC
- Mohammed Shoaib
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Self-evaluating array of memory
- Patent number 10,607,715
- Issue date Mar 31, 2020
- International Business Machines Corporation
- Alper Buyuktosunoglu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Processor and memory transparent convolutional lowering and auto ze...
- Patent number 10,565,285
- Issue date Feb 18, 2020
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Approximate cache memory
- Patent number 10,255,186
- Issue date Apr 9, 2019
- Purdue Research Foundation
- Ashish Ranjan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Tomographic reconstruction system
- Patent number 10,163,232
- Issue date Dec 25, 2018
- Purdue Research Foundation
- Junshi Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Methods and systems for low-energy image classification
- Patent number 10,055,672
- Issue date Aug 21, 2018
- Microsoft Technology Licensing, LLC
- Mohammed Shoaib
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Scalable-effort classifiers for energy-efficient machine learning
- Patent number 9,916,540
- Issue date Mar 13, 2018
- Microsoft Technology Licensing, LLC
- Mohammed Shoaib
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
GENERATING PROGRAM BINARIES FOR A TRANSFORMER TO PROCESS SEQUENCE C...
- Publication number 20250004736
- Publication date Jan 2, 2025
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REUSING WEIGHTS AND BIASES IN AN ARTIFICIAL INTELLIGENCE ACCELERATO...
- Publication number 20250005326
- Publication date Jan 2, 2025
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Fused Convolutions for Fast Deep Neural Network
- Publication number 20240143982
- Publication date May 2, 2024
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
STICKIFICATION USING ANYWHERE PADDING TO ACCELERATE DATA MANIPULATION
- Publication number 20240028899
- Publication date Jan 25, 2024
- International Business Machines Corporation
- Swagath VENKATARAMANI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MULTICHANNEL MEMORY TO AUGMENT LOCAL MEMORY
- Publication number 20240029786
- Publication date Jan 25, 2024
- International Business Machines Corporation
- Ravi Nair
- G11 - INFORMATION STORAGE
Information Patent Application
PROGRAMMABLE MULTICAST PROTOCOL FOR RING-TOPOLOGY BASED ARTIFICIAL...
- Publication number 20230370304
- Publication date Nov 16, 2023
- International Business Machines Corporation
- Shubham JAIN
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
SINGLE-PRODUCER-MULTIPLE CONSUMERS SYNCHRONIZATION AND MULTICAST DA...
- Publication number 20230344667
- Publication date Oct 26, 2023
- International Business Machines Corporation
- Vijayalakshmi SRINIVASAN
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
PADDING INPUT DATA FOR ARTIFICIAL INTELLIGENCE ACCELERATORS
- Publication number 20230267003
- Publication date Aug 24, 2023
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSE SYSTOLIC ARRAY DESIGN
- Publication number 20230109301
- Publication date Apr 6, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING CONVOLUTION NEURAL NETWORK ON ANALOG RESISTIVE PROCESSING...
- Publication number 20230099608
- Publication date Mar 30, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EXPLOITING FINE-GRAINED STRUCTURED WEIGHT SPARSITY IN SYSTOLIC ARRAYS
- Publication number 20230030287
- Publication date Feb 2, 2023
- International Business Machines Corporation
- Sanchari SEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REFORMATTING OF TENSORS TO PROVIDE SUB-TENSORS
- Publication number 20220405348
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SINGLE FUNCTION TO PERFORM COMBINED CONVOLUTION AND SELECT OPERATIONS
- Publication number 20220405555
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SINGLE FUNCTION TO PERFORM COMBINED MATRIX MULTIPLICATION AND BIAS...
- Publication number 20220405556
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
OPTIMIZED HIERARCHICAL SCRATCHPADS FOR ENHANCED ARTIFICIAL INTELLIG...
- Publication number 20210248072
- Publication date Aug 12, 2021
- International Business Machines Corporation
- Arvind KUMAR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HYBRID DATA-MODEL PARALLELISM FOR EFFICIENT DEEP LEARNING
- Publication number 20210110247
- Publication date Apr 15, 2021
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TOMOGRAPHIC RECONSTRUCTION SYSTEM
- Publication number 20210110581
- Publication date Apr 15, 2021
- Purdue Research Foundation
- Junshi Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BI-SCALED DEEP NEURAL NETWORKS
- Publication number 20210103799
- Publication date Apr 8, 2021
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM-AWARE SELECTIVE QUANTIZATION FOR PERFORMANCE OPTIMIZED DISTR...
- Publication number 20210064954
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DYNAMICALLY RESIZING MINIBATCH IN NEURAL NETWORK EXECUTION
- Publication number 20200311536
- Publication date Oct 1, 2020
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROGRAMMABLE DATA DELIVERY TO A SYSTEM OF SHARED PROCESSING ELEMENT...
- Publication number 20200285579
- Publication date Sep 10, 2020
- International Business Machines Corporation
- Chia-Yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
LOW-OVERHEAD ERROR PREDICTION AND PREEMPTION IN DEEP NEURAL NETWORK...
- Publication number 20200241954
- Publication date Jul 30, 2020
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELF-EVALUATING ARRAY OF MEMORY
- Publication number 20200168290
- Publication date May 28, 2020
- International Business Machines Corporation
- Alper Buyuktosunoglu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Method to Map Convolutional Layers of Deep Neural Network on a Plur...
- Publication number 20200134105
- Publication date Apr 30, 2020
- International Business Machines Corporation
- Chia-Yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
LOW PRECISION DEEP NEURAL NETWORK ENABLED BY COMPENSATION INSTRUCTIONS
- Publication number 20200005125
- Publication date Jan 2, 2020
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TOMOGRAPHIC RECONSTRUCTION SYSTEM
- Publication number 20190251712
- Publication date Aug 15, 2019
- Purdue Research Foundation
- Junshi Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPROXIMATE CACHE MEMORY
- Publication number 20190220412
- Publication date Jul 18, 2019
- Purdue Research Foundation
- Ashish Ranjan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROCESSOR AND MEMORY TRANSPARENT CONVOLUTIONAL LOWERING AND AUTO ZE...
- Publication number 20190188240
- Publication date Jun 20, 2019
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR CONSENSUS-BASED REPRESENTATION AND ERROR CHEC...
- Publication number 20190164048
- Publication date May 30, 2019
- International Business Machines Corporation
- Pradip Bose
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REDUCING THE COST OF N MODULAR REDUNDANCY FOR NEURAL NETWORKS
- Publication number 20190138903
- Publication date May 9, 2019
- International Business Machines Corporation
- Pradip Bose
- G06 - COMPUTING CALCULATING COUNTING

Swagath Venkataramani

Person

Patents Grantslast 30 patents

Single function to perform combined matrix multiplication and bias...

Method to map convolutional layers of deep neural network on a plur...

Multichannel memory to augment local memory

Low precision deep neural network enabled by compensation instructions

Exploiting fine-grained structured weight sparsity in systolic arrays

Programmable multicast protocol for ring-topology based artificial...

System and method for consensus-based representation and error chec...

Sparse systolic array design

Reducing the cost of n modular redundancy for neural networks

Hybrid data-model parallelism for efficient deep learning

System-aware selective quantization for performance optimized distr...

Optimized hierarchical scratchpads for enhanced artificial intellig...

Dynamically resizing minibatch in neural network execution

Bi-scaled deep neural networks

Facilitating neural network efficiency

Deep neural network performance analysis on shared memory accelerat...

Approximate cache memory

Self-evaluating array of memory

Low-overhead error prediction and preemption in deep neural network...

Programmable data delivery by load and store agents on a processing...

Scalable-effort classifiers for energy-efficient machine learning

Self-evaluating array of memory

Processor and memory transparent convolutional lowering and auto ze...

Approximate cache memory

Tomographic reconstruction system

Methods and systems for low-energy image classification

Scalable-effort classifiers for energy-efficient machine learning

Patents Applicationslast 30 patents

GENERATING PROGRAM BINARIES FOR A TRANSFORMER TO PROCESS SEQUENCE C...

REUSING WEIGHTS AND BIASES IN AN ARTIFICIAL INTELLIGENCE ACCELERATO...

Fused Convolutions for Fast Deep Neural Network

STICKIFICATION USING ANYWHERE PADDING TO ACCELERATE DATA MANIPULATION

MULTICHANNEL MEMORY TO AUGMENT LOCAL MEMORY

PROGRAMMABLE MULTICAST PROTOCOL FOR RING-TOPOLOGY BASED ARTIFICIAL...

SINGLE-PRODUCER-MULTIPLE CONSUMERS SYNCHRONIZATION AND MULTICAST DA...

PADDING INPUT DATA FOR ARTIFICIAL INTELLIGENCE ACCELERATORS

SPARSE SYSTOLIC ARRAY DESIGN

TRAINING CONVOLUTION NEURAL NETWORK ON ANALOG RESISTIVE PROCESSING...

EXPLOITING FINE-GRAINED STRUCTURED WEIGHT SPARSITY IN SYSTOLIC ARRAYS

REFORMATTING OF TENSORS TO PROVIDE SUB-TENSORS

SINGLE FUNCTION TO PERFORM COMBINED CONVOLUTION AND SELECT OPERATIONS

SINGLE FUNCTION TO PERFORM COMBINED MATRIX MULTIPLICATION AND BIAS...

OPTIMIZED HIERARCHICAL SCRATCHPADS FOR ENHANCED ARTIFICIAL INTELLIG...

HYBRID DATA-MODEL PARALLELISM FOR EFFICIENT DEEP LEARNING

TOMOGRAPHIC RECONSTRUCTION SYSTEM

BI-SCALED DEEP NEURAL NETWORKS

SYSTEM-AWARE SELECTIVE QUANTIZATION FOR PERFORMANCE OPTIMIZED DISTR...

DYNAMICALLY RESIZING MINIBATCH IN NEURAL NETWORK EXECUTION

PROGRAMMABLE DATA DELIVERY TO A SYSTEM OF SHARED PROCESSING ELEMENT...

LOW-OVERHEAD ERROR PREDICTION AND PREEMPTION IN DEEP NEURAL NETWORK...

SELF-EVALUATING ARRAY OF MEMORY

Method to Map Convolutional Layers of Deep Neural Network on a Plur...

LOW PRECISION DEEP NEURAL NETWORK ENABLED BY COMPENSATION INSTRUCTIONS

TOMOGRAPHIC RECONSTRUCTION SYSTEM

APPROXIMATE CACHE MEMORY

PROCESSOR AND MEMORY TRANSPARENT CONVOLUTIONAL LOWERING AND AUTO ZE...

SYSTEM AND METHOD FOR CONSENSUS-BASED REPRESENTATION AND ERROR CHEC...

REDUCING THE COST OF N MODULAR REDUNDANCY FOR NEURAL NETWORKS