Issued Patents All Time
Showing 1–25 of 29 patents
| Patent # | Title | Co-Inventors | Date |
|---|---|---|---|
| 12217158 | Neural network circuitry having floating point format with asymmetric range | Xiao Sun, Naigang Wang, Chia-Yu Chen, Kailash Gopalakrishnan | 2025-02-04 |
| 12175359 | Machine learning hardware having reduced precision parameter components for efficient parameter update | Xiao Sun, Naigang Wang, Chia-Yu Chen, Kailash Gopalakrishnan | 2024-12-24 |
| 12141513 | Method to map convolutional layers of deep neural network on a plurality of processing elements with SIMD execution units, private memories, and connected as a 2D systolic processor array | Chia-Yu Chen, Kailash Gopalakrishnan, Vijayalakshmi Srinivasan, Swagath Venkataramani, Jintao Zhang | 2024-11-12 |
| 12056594 | Low precision deep neural network enabled by compensation instructions | Swagath Venkataramani, Shubham Jain, Vijayalakshmi Srinivasan, Leland Chang | 2024-08-06 |
| 11977974 | Compression of fully connected / recurrent layers of deep network(s) through enforcing spatial locality to weight matrices and effecting frequency compression | Chia-Yu Chen, Kailash Gopalakrishnan, Suyog Gupta, Pritish Narayanan | 2024-05-07 |
| 11620132 | Reusing an operand received from a first-in-first-out (FIFO) buffer according to an operand specifier value specified in a predefined field of an instruction | Bruce M. Fleischer, Sunil K. Shukla, Vijayalakshmi Srinivasan | 2023-04-04 |
| 11620105 | Hybrid floating point representation for deep learning acceleration | Naigang Wang, Kailash Gopalakrishnan, Ankur Agrawal, Silvia M. Mueller | 2023-04-04 |
| 11610101 | Formation failure resilient neuromorphic device | Youngseok Kim, Seyoung Kim, Chun-Chen Yeh | 2023-03-21 |
| 11604647 | Mixed precision capable hardware for tuning a machine learning model | Xiao Sun, Chia-Yu Chen, Naigang Wang, Kailash Gopalakrishnan | 2023-03-14 |
| 11551077 | Statistics-aware weight quantization | Zhuo Wang, Kailash Gopalakrishnan, Pierce I-Jen Chuang | 2023-01-10 |
| 11551054 | System-aware selective quantization for performance optimized distributed deep learning | Swagath Venkataramani, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan | 2023-01-10 |
| 11354573 | Dynamically resizing minibatch in neural network execution | Swagath Venkataramani, Vijayalakshmi Srinivasan | 2022-06-07 |
| 11347517 | Reduced precision based programmable and SIMD dataflow architecture | Kailash Gopalakrishnan, Sunil K. Shukla, Silvia M. Mueller, Bruce M. Fleischer, Vijayalakshmi Srinivasan +2 more | 2022-05-31 |
| 11295208 | Robust gradient weight compression schemes for deep learning applications | Ankur Agrawal, Daniel Brand, Chia-Yu Chen, Kailash Gopalakrishnan | 2022-04-05 |
| 11195096 | Facilitating neural network efficiency | Kailash Gopalakrishnan, Charbel Sakr, Swagath Venkataramani, Zhuo Wang | 2021-12-07 |
| 11188820 | Deep neural network performance analysis on shared memory accelerator systems | Vijayalakshmi Srinivasan, Swagath Venkataramani | 2021-11-30 |
| 11138010 | Loop management in multi-processor dataflow architecture | Chia-Yu Chen, Brian W. Curran, Bruce M. Fleischer, Kailash Gopalakrishnan, Jinwook Oh +2 more | 2021-10-05 |
| 10963219 | Hybrid floating point representation for deep learning acceleration | Naigang Wang, Kailash Gopalakrishnan, Ankur Agrawal, Silvia M. Mueller | 2021-03-30 |
| 10838868 | Programmable data delivery by load and store agents on a processing chip interfacing with on-chip memory components and directing data to external memory components | Chia-Yu Chen, Brian W. Curran, Bruce M. Fleischer, Kailash Gopalakrishan, Jinwook Oh +3 more | 2020-11-17 |
| 10769238 | Matrix multiplication on a systolic array | Chia-Yu Chen, Kailash Gopalakrishnan, Victor Han, Vijayalakshmi Srinivasan, Jintao Zhang | 2020-09-08 |
| 10657442 | Deep learning accelerator architecture with chunking GEMM | Naigang Wang, Kailash Gopalakrishnan, Daniel Brand | 2020-05-19 |
| 10592208 | Very low precision floating point representation for deep learning acceleration | Naigang Wang, Kailash Gopalakrishnan, Silvia M. Mueller, Ankur Agrawal, Daniel Brand | 2020-03-17 |
| 10565285 | Processor and memory transparent convolutional lowering and auto zero padding for deep neural network implementations | Bruce M. Fleischer, Vijayalakshmi Srinivasan, Swagath Venkataramani | 2020-02-18 |
| 10489484 | Matrix multiplication on a systolic array | Chia-Yu Chen, Kailash Gopalakrishnan, Victor Han, Vijayalakshmi Srinivasan, Jintao Zhang | 2019-11-26 |
| 10261978 | Matrix multiplication on a systolic array | Chia-Yu Chen, Kailash Gopalakrishnan, Victor Han, Vijayalakshmi Srinivasan, Jintao Zhang | 2019-04-16 |