Programming Spiking Neural Networks on Intel's Loihi
Lin, Chit-Kwan, Wild, Andreas, Chinya, Gautham N., Cao, Yongqiang, Davies, Mike, Lavery, Daniel M., Wang, Hong
Published in Computer (Long Beach, Calif.) (01.03.2018)
Published in Computer (Long Beach, Calif.) (01.03.2018)
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Journal Article
Design Considerations for Edge Neural Network Accelerators: An Industry Perspective
Raha, Arnab, Kim, Sang Kyun, Mathaikutty, Deepak A., Venkataramanan, Guruguhanathan, Mohapatra, Debabrata, Sung, Raymond, Brick, Cormac, Chinya, Gautham N.
Published in 2021 34th International Conference on VLSI Design and 2021 20th International Conference on Embedded Systems (VLSID) (01.02.2021)
Published in 2021 34th International Conference on VLSI Design and 2021 20th International Conference on Embedded Systems (VLSID) (01.02.2021)
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Conference Proceeding
Post-Silicon CPU Adaptation Made Practical Using Machine Learning
Tarsa, Stephen J., Wang, Hong, Roy Chowdhury, Rangeen Basu, Sebot, Julien, Chinya, Gautham, Gaur, Jayesh, Sankaranarayanan, Karthik, Lin, Chit-Kwan, Chappell, Robert, Singhal, Ronak
Published in 2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA) (01.06.2019)
Published in 2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA) (01.06.2019)
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Conference Proceeding
Loihi: A Neuromorphic Manycore Processor with On-Chip Learning
Davies, Mike, Srinivasa, Narayan, Lin, Tsung-Han, Chinya, Gautham, Cao, Yongqiang, Choday, Sri Harsha, Dimou, Georgios, Joshi, Prasad, Imam, Nabil, Jain, Shweta, Liao, Yuyun, Lin, Chit-Kwan, Lines, Andrew, Liu, Ruokun, Mathaikutty, Deepak, McCoy, Steven, Paul, Arnab, Tse, Jonathan, Venkataramanan, Guruguhanathan, Weng, Yi-Hsin, Wild, Andreas, Yang, Yoonseok, Wang, Hong
Published in IEEE MICRO (01.01.2018)
Published in IEEE MICRO (01.01.2018)
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Journal Article
An energy-efficient graphics processor featuring fine-grain DVFS with integrated voltage regulators, execution-unit turbo, and retentive sleep in 14nm tri-gate CMOS
Meinerzhagen, Pascal, Tokunaga, Carlos, Malavasi, Andres, Vaidya, Vaibhav, Mendon, Ashwin, Mathaikutty, Deepak, Kulkarni, Jaydeep, Augustine, Charles, Cho, Minki, Kim, Stephen, Matthew, George, Jain, Rinkle, Ryan, Joseph, Peng, Chung-Ching, Paul, Somnath, Vangal, Sriram, Esparza, Brando Perez, Cuellar, Luis, Woodman, Michael, Iyer, Bala, Maiyuran, Subramaniam, Chinya, Gautham, Zou, Chris, Liao, Yuyun, Ravichandran, Krishnan, Wang, Hong, Khellah, Muhammad, Tschanz, James, De, Vivek
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
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Conference Proceeding
Pangaea: A tightly-coupled IA32 heterogeneous chip multiprocessor
Wong, Henry, Bracy, Anne, Schuchman, Ethan, Aamodt, Tor M., Collins, Jamison D., Wang, Perry H., Chinya, Gautham, Groen, Ankur Khandelwal, Jiang, Hong, Wang, Hong
Published in 2008 International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.10.2008)
Published in 2008 International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.10.2008)
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Conference Proceeding
METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO DECODE ZERO-VALUE-COMPRESSION DATA VECTORS
Liu, Huichu, Mohapatra, Debabrata, Chinya, Gautham, Raha, Arnab, Brick, Cormac
Year of Publication 18.01.2024
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Year of Publication 18.01.2024
Patent
Methods, systems, articles of manufacture, and apparatus to decode zero-value-compression data vectors
Liu, Huichu, Mohapatra, Debabrata, Chinya, Gautham, Raha, Arnab, Brick, Cormac
Year of Publication 31.10.2023
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Year of Publication 31.10.2023
Patent
METHODS AND APPARATUS TO LOAD DATA WITHIN A MACHINE LEARNING ACCELERATOR
Mohapatra, Debabrata, Raha, Arnab, Chinya, Gautham, Mathaikutty, Deepak, Kim, Sang Kyun, Brick, Cormac
Year of Publication 11.07.2024
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Year of Publication 11.07.2024
Patent
Schedule-Aware Tensor Distribution Module
Liu, Huichu, Mohapatra, Debabrata, Chinya, Gautham, Raha, Arnab, Hacking, Lance, Brick, Cormac
Year of Publication 04.07.2024
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Year of Publication 04.07.2024
Patent
Methods and apparatus to load data within a machine learning accelerator
Mohapatra, Debabrata, Raha, Arnab, Chinya, Gautham, Mathaikutty, Deepak, Kim, Sang Kyun, Brick, Cormac
Year of Publication 05.03.2024
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Year of Publication 05.03.2024
Patent
Schedule-aware tensor distribution module
Liu, Huichu, Mohapatra, Debabrata, Chinya, Gautham, Raha, Arnab, Hacking, Lance, Brick, Cormac
Year of Publication 20.02.2024
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Year of Publication 20.02.2024
Patent