Inventor
DESAPPAN KUMAR
IN20 patents
Patents
20 patentsUS11048997B2Jun 29, 2021
Reduced complexity convolution for convolutional neural networks
TEXAS INSTRUMENTS INC2 citations72
US10200695B2Feb 5, 2019
Methods and systems for masking multimedia data
TEXAS INSTRUMENTS INC1 citations71
US11580719B2Feb 14, 2023
Dynamic quantization for deep neural network inference system and method
TEXAS INSTRUMENTS INC2 citations69
US12443447B2Oct 14, 2025
Memory sharing for machine learning processing
TEXAS INSTRUMENTS INC0 citations62
US11995472B2May 28, 2024
Memory sharing for machine learning processing
TEXAS INSTRUMENTS INC0 citations62
US11915117B2Feb 27, 2024
Reduced complexity convolution for convolutional neural networks
TEXAS INSTRUMENTS INC0 citations62
US11887346B2Jan 30, 2024
Systems and methods for image feature extraction
TEXAS INSTRUMENTS INC1 citations62
US11688078B2Jun 27, 2023
Video object detection
TEXAS INSTRUMENTS INC0 citations62
US11615612B2Mar 28, 2023
Systems and methods for image feature extraction
TEXAS INSTRUMENTS INC0 citations62
US12099930B2Sep 24, 2024
Parametric power-of-2 clipping activations for quantization for convolutional neural networks
TEXAS INSTRUMENTS INC0 citations60
US12022093B2Jun 25, 2024
Methods and systems for masking multimedia data
TEXAS INSTRUMENTS INC0 citations60
US11368699B2Jun 21, 2022
Methods and systems for masking multimedia data
TEXAS INSTRUMENTS INC0 citations60
US12586153B2Mar 24, 2026
Methods of batch-based DNN processing for efficient analytics
TEXAS INSTRUMENTS INC0 citations54
US10867393B2Dec 15, 2020
Video object detection
TEXAS INSTRUMENTS INC0 citations51
US10880556B2Dec 29, 2020
Methods and systems for masking multimedia data
TEXAS INSTRUMENTS INC0 citations50
US10102445B2Oct 16, 2018
Efficient feature point selection
TEXAS INSTRUMENTS INC0 citations49
US9747515B2Aug 29, 2017
Efficient feature point selection
TEXAS INSTRUMENTS INC0 citations49
US11748599B2Sep 5, 2023
Super-tiling in neural network processing to enable analytics at lower memory speed
TEXAS INSTRUMENTS INC0 citations48
US10878273B2Dec 29, 2020
Dynamic quantization for deep neural network inference system and method
TEXAS INSTRUMENTS INC0 citations48
US12579213B2Mar 17, 2026
Bias scaling for n-bit constrained hardware acceleration
TEXAS INSTRUMENTS INC0 citations44