Deepak A. Mathaikutty

Person

Santa Clara, CA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Schedule-aware dynamically reconfigurable adder tree architecture f...
- Patent number 12,147,836
- Issue date Nov 19, 2024
- Intel Corporation
- Debabrata Mohapatra
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Performance scaling for dataflow deep neural network hardware accel...
- Patent number 12,141,683
- Issue date Nov 12, 2024
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Methods and apparatus to load data within a machine learning accele...
- Patent number 11,922,178
- Issue date Mar 5, 2024
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Arithmetic logic unit with normal and accelerated performance modes...
- Patent number 11,010,166
- Issue date May 18, 2021
- Intel Corporation
- Debabrata Mohapatra
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hardware-assisted virtualization for implementing secure video outp...
- Patent number 9,785,576
- Issue date Oct 10, 2017
- Intel Corporation
- Thiam Wah Loh
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Providing hardware support for shared virtual memory between local...
- Patent number 9,003,164
- Issue date Apr 7, 2015
- Intel Corporation
- Gautham N. Chinya
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Providing hardware support for shared virtual memory between local...
- Patent number 8,719,547
- Issue date May 6, 2014
- Intel Corporation
- Gautham N. Chinya
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
APPROXIMATING ACTIVATION FUNCTIONS IN NEURAL NETWORKS WITH PROGRAMM...
- Publication number 20240403616
- Publication date Dec 5, 2024
- Intel Corporation
- Umer Iftikhar Cheema
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHODS AND APPARATUS TO LOAD DATA WITHIN A MACHINE LEARNING ACCELE...
- Publication number 20240231839
- Publication date Jul 11, 2024
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPROXIMATING ACTIVATION FUNCTION IN NEURAL NETWORK WITH LOOK-UP TA...
- Publication number 20240160695
- Publication date May 16, 2024
- Intel Corporation
- Dinakar Kondru
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DYNAMIC SPARSITY-BASED ACCELERATION OF NEURAL NETWORKS
- Publication number 20240119269
- Publication date Apr 11, 2024
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCURACY-BASED APPROXIMATION OF ACTIVATION FUNCTIONS WITH PROGRAMMA...
- Publication number 20240111830
- Publication date Apr 4, 2024
- Intel Corporation
- Umer Iftikhar Cheema
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SWITCHABLE ONE-SIDED SPARSITY ACCELERATION
- Publication number 20240028895
- Publication date Jan 25, 2024
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
OUTPUT DRAIN PATH FACILITATING FLEXIBLE SCHEDULE-BASED DEEP NEURAL...
- Publication number 20240013040
- Publication date Jan 11, 2024
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRUNING ACTIVATIONS AND WEIGHTS OF NEURAL NETWORKS WITH PROGRAMMABL...
- Publication number 20230394312
- Publication date Dec 7, 2023
- Intel Corporation
- Soumendu Kumar Ghosh
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FLOATING-POINT MULTIPLY-ACCUMULATE UNIT FACILITATING VARIABLE DATA...
- Publication number 20230376274
- Publication date Nov 23, 2023
- Intel Corporation
- Mark Anders
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BLOCK-WISE PRUNING OF WEIGHTS IN DEEP NEURAL NETWORK
- Publication number 20230368030
- Publication date Nov 16, 2023
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPROXIMATING ACTIVATION FUNCTIONS WITH TAYLOR SERIES
- Publication number 20230351181
- Publication date Nov 2, 2023
- Umer Iftikhar Cheema
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP NEURAL NETWORK ACCELERATOR WITH MEMORY HAVING TWO-LEVEL TOPOLOGY
- Publication number 20230334289
- Publication date Oct 19, 2023
- Intel Corporation
- Robert Cezary Zaglewski
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING AND MITIGATING FAULT IN SPARSITY COMPUTATION IN DEEP NEUR...
- Publication number 20230252299
- Publication date Aug 10, 2023
- Shamik Kundu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HYBRID MULTIPY-ACCUMULATION OPERATION WITH COMPRESSED WEIGHTS
- Publication number 20230229917
- Publication date Jul 20, 2023
- Intel Corporation
- Michael Wu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SCHEDULING COMPUTATIONS IN DEEP NEURAL NETWORK BASED ON SPARSITY
- Publication number 20230229507
- Publication date Jul 20, 2023
- Intel Corporation
- Raymond Jit-Hung Sung
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DYNAMIC UNCOMPRESSION FOR CHANNEL-SEPARABLE OPERATION IN NEURAL NET...
- Publication number 20230221994
- Publication date Jul 13, 2023
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP NEURAL NETWORK (DNN) ACCELERATORS WITH HETEROGENEOUS TILING
- Publication number 20230140173
- Publication date May 4, 2023
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCELERATING DATA LOAD AND COMPUTATION IN FRONTEND CONVOLUTIONAL LAYER
- Publication number 20230073661
- Publication date Mar 9, 2023
- Intel Corporation
- Deepak Abraham Mathaikutty
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP NEURAL NETWORK (DNN) ACCELERATOR FACILITATING QUANTIZED INFERENCE
- Publication number 20230059976
- Publication date Feb 23, 2023
- Intel Corporation
- Deepak Abraham Mathaikutty
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Techniques For Increasing Activation Sparsity In Artificial Neural...
- Publication number 20230021396
- Publication date Jan 26, 2023
- Intel Corporation
- Nihat Tunali
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP NEURAL NETWORK (DNN) ACCELERATORS WITH WEIGHT LAYOUT REARRANGE...
- Publication number 20230017662
- Publication date Jan 19, 2023
- Sudheendra Kadri
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
POWER EFFICIENT REGISTER FILES FOR DEEP NEURAL NETWORK (DNN) ACCELE...
- Publication number 20230014656
- Publication date Jan 19, 2023
- Raymond Jit-Hung Sung
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSITY PROCESSING ON UNPACKED DATA
- Publication number 20230018857
- Publication date Jan 19, 2023
- Martin Power
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Kernel Decomposition and Activation Broadcasting in Deep Neural Net...
- Publication number 20230008622
- Publication date Jan 12, 2023
- Richard Boyd
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR CHANNEL-SEPARABLE OPERATIONS IN DEEP NEURAL N...
- Publication number 20220261623
- Publication date Aug 18, 2022
- Intel Corporation
- Raymond Jit-Hung Sung
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FLOATING POINT MULTIPLY-ACCUMULATE UNIT FOR DEEP LEARNING
- Publication number 20220188075
- Publication date Jun 16, 2022
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA REUSE IN DEEP LEARNING
- Publication number 20220188638
- Publication date Jun 16, 2022
- Intel Corporation
- Deepak Abraham Mathaikutty
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SCHEDULE-AWARE DYNAMICALLY RECONFIGURABLE ADDER TREE ARCHITECTURE F...
- Publication number 20220129320
- Publication date Apr 28, 2022
- Debabrata Mohapatra
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR BALANCING SPARSITY IN WEIGHTS FOR ACCELERATIN...
- Publication number 20220083843
- Publication date Mar 17, 2022
- Intel Corporation
- Arnab Raha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
RUNTIME CONFIGURABLE REGISTER FILES FOR ARTIFICIAL INTELLIGENCE WOR...
- Publication number 20220075659
- Publication date Mar 10, 2022
- Intel Corporation
- Debabrata Mohapatra
- G06 - COMPUTING CALCULATING COUNTING

Deepak A. Mathaikutty

Person

Patents Grantslast 30 patents

Schedule-aware dynamically reconfigurable adder tree architecture f...

Performance scaling for dataflow deep neural network hardware accel...

Methods and apparatus to load data within a machine learning accele...

Arithmetic logic unit with normal and accelerated performance modes...

Hardware-assisted virtualization for implementing secure video outp...

Providing hardware support for shared virtual memory between local...

Providing hardware support for shared virtual memory between local...

Patents Applicationslast 30 patents

APPROXIMATING ACTIVATION FUNCTIONS IN NEURAL NETWORKS WITH PROGRAMM...

METHODS AND APPARATUS TO LOAD DATA WITHIN A MACHINE LEARNING ACCELE...

APPROXIMATING ACTIVATION FUNCTION IN NEURAL NETWORK WITH LOOK-UP TA...

DYNAMIC SPARSITY-BASED ACCELERATION OF NEURAL NETWORKS

ACCURACY-BASED APPROXIMATION OF ACTIVATION FUNCTIONS WITH PROGRAMMA...

SWITCHABLE ONE-SIDED SPARSITY ACCELERATION

OUTPUT DRAIN PATH FACILITATING FLEXIBLE SCHEDULE-BASED DEEP NEURAL...

PRUNING ACTIVATIONS AND WEIGHTS OF NEURAL NETWORKS WITH PROGRAMMABL...

FLOATING-POINT MULTIPLY-ACCUMULATE UNIT FACILITATING VARIABLE DATA...

BLOCK-WISE PRUNING OF WEIGHTS IN DEEP NEURAL NETWORK

APPROXIMATING ACTIVATION FUNCTIONS WITH TAYLOR SERIES

DEEP NEURAL NETWORK ACCELERATOR WITH MEMORY HAVING TWO-LEVEL TOPOLOGY

DETECTING AND MITIGATING FAULT IN SPARSITY COMPUTATION IN DEEP NEUR...

HYBRID MULTIPY-ACCUMULATION OPERATION WITH COMPRESSED WEIGHTS

SCHEDULING COMPUTATIONS IN DEEP NEURAL NETWORK BASED ON SPARSITY

DYNAMIC UNCOMPRESSION FOR CHANNEL-SEPARABLE OPERATION IN NEURAL NET...

DEEP NEURAL NETWORK (DNN) ACCELERATORS WITH HETEROGENEOUS TILING

ACCELERATING DATA LOAD AND COMPUTATION IN FRONTEND CONVOLUTIONAL LAYER

DEEP NEURAL NETWORK (DNN) ACCELERATOR FACILITATING QUANTIZED INFERENCE

Techniques For Increasing Activation Sparsity In Artificial Neural...

DEEP NEURAL NETWORK (DNN) ACCELERATORS WITH WEIGHT LAYOUT REARRANGE...

POWER EFFICIENT REGISTER FILES FOR DEEP NEURAL NETWORK (DNN) ACCELE...

SPARSITY PROCESSING ON UNPACKED DATA

Kernel Decomposition and Activation Broadcasting in Deep Neural Net...

SYSTEM AND METHOD FOR CHANNEL-SEPARABLE OPERATIONS IN DEEP NEURAL N...

FLOATING POINT MULTIPLY-ACCUMULATE UNIT FOR DEEP LEARNING

DATA REUSE IN DEEP LEARNING

SCHEDULE-AWARE DYNAMICALLY RECONFIGURABLE ADDER TREE ARCHITECTURE F...

SYSTEM AND METHOD FOR BALANCING SPARSITY IN WEIGHTS FOR ACCELERATIN...

RUNTIME CONFIGURABLE REGISTER FILES FOR ARTIFICIAL INTELLIGENCE WOR...