A Generalized Zero-Shot Quantization of Deep Convolutional Neural Networks via Learned Weights Statistics PK Sharma, A Abraham, VN Rajendiran IEEE Transactions on Multimedia, 2021 | 6 | 2021 |
Methods and systems for managing processing of neural network across heterogeneous processors A Parashar, A Abraham, P Anand, R Deepthy, M Venkappa, ... US Patent App. 17/159,598, 2021 | 4 | 2021 |
Processor Pipelining Method for Efficient Deep Neural Network Inference on Embedded Devices A Parashar, A Abraham, D Chaudhary, VN Rajendiran 2020 IEEE 27th International Conference on High Performance Computing, Data …, 2020 | 3 | 2020 |
Electronic device and operating method thereof of processing neural network model by using plurality of processors M Sahni, A Abraham, SK Allur, M Venkappa US Patent App. 16/549,602, 2020 | 3 | 2020 |
Efficient Memory Pool Allocation Algorithm for CNN Inference A Abraham, M Sahni, A Parashar 2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019 | 2 | 2019 |
Method and apparatus for managing neural network models A Abraham, A Parashar, S P K, VN Rajendiran WO Patent WO2020263065A1, 2020 | 1 | 2020 |
Performance Analysis and Optimization of Serialization Techniques for Deep Neural Networks A Parashar, P Anand, A Abraham Computer Vision, Pattern Recognition, Image Processing, and Graphics: 7th …, 2020 | 1 | 2020 |
Method and system for optimizing neural networks (nn) for on-device deployment in an electronic device AP Visweswara, P Anand, A Abraham, VN Rajendiran, RE Soans US Patent App. 18/223,888, 2024 | | 2024 |
Method of accelerating execution of machine learning based application tasks in a computing device A Abraham, SP Kudral, BS Holur, S Ganguly, M Venkappa, SK Surimani, ... US Patent 11,740,941, 2023 | | 2023 |
Method and electronic device for quantizing dnn model TVSL Gollanapalli, A Abraham, R Kumar, PN Shivamurthappa, ... US Patent App. 17/961,453, 2023 | | 2023 |
Method and device of computing layout selection for efficient dnn inference B Singh, AUS GOPAL, A DWIVEDI, B MUDRAGADA, AAK SENAPATI, ... US Patent App. 17/864,596, 2022 | | 2022 |