Data Flow Graph Partitioning Algorithms and Their Evaluations for Optimal Spatio-temporal Computation on a Coarse Grain Reconfigurable Architecture
Krishnamoorthy, Ratna, Das, Saptarsi, Varadarajan, Keshavan, Alle, Mythri, Fujita, Masahiro, Nandy, S K, Narayan, Ranjani
Published in IPSJ Transactions on System LSI Design Methodology (2011)
Published in IPSJ Transactions on System LSI Design Methodology (2011)
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Journal Article
A Systolic Dataflow Based Accelerator for CNNs
Das, Saptarsi, Roy, Arnab, Chandrasekharan, Kiran Kolar, Deshwal, Ankur, Lee, Sehwan
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
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Conference Proceeding
Transport Triggered near Memory Accelerator for Deep Learning
Madhu, Kavitha, Das, Saptarsi, Tyagi, Abhishek, Deshwal, Ankur, Song, Joonho, Lee, Seungwon
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
Apparatus for accelerating machine learning operations
DESHWAL ANKUR, DAS SAPTARSI, KUSUMA SABITHA, CHANDRASEKHARAN KIRAN KOLAR, LEE, SE HWAN, ROY ARNAB
Year of Publication 07.02.2022
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Year of Publication 07.02.2022
Patent
Electronic device and method for inference Binary and Ternary Neural Networks
DESHWAL ANKUR, DAS SAPTARSI, CHANDRASEKHARAN KIRAN KOLAR, LEE, SE HWAN, ROY ARNAB
Year of Publication 25.05.2021
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Year of Publication 25.05.2021
Patent
METHOD AND SYSTEM FOR PERFORMING DILATED CONVOLUTION OPERATION IN NEURAL NETWORK
JANG, JUN WOO, DESHWAL ANKUR, DAS SAPTARSI, YADAV KUMAR DINESH, LEE, SE HWAN
Year of Publication 13.07.2020
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Year of Publication 13.07.2020
Patent
A framework for post-silicon realization of arbitrary instruction extensions on reconfigurable data-paths
Das, Saptarsi, Madhu, Kavitha, Krishna, Madhav, Sivanandan, Nalesh, Merchant, Farhad, Natarajan, Santhi, Biswas, Ipsita, Pulli, Adithya, Nandy, S.K., Narayan, Ranjani
Published in Journal of systems architecture (01.08.2014)
Published in Journal of systems architecture (01.08.2014)
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Journal Article
Energy aware synthesis of application kernels through composition of data-paths on a CGRA
S., Nalesh, Madhu, Kavitha T., Das, Saptarsi, Nandy, S.K., Narayan, Ranjani
Published in Integration (Amsterdam) (01.06.2017)
Published in Integration (Amsterdam) (01.06.2017)
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Journal Article
RHyMe: REDEFINE Hyper Cell Multicore for Accelerating HPC Kernels
Das, Saptarsi, Sivanandan, Nalesh, Madhu, Kavitha T., Nandy, Soumitra K., Narayan, Ranjani
Published in 2016 29th International Conference on VLSI Design and 2016 15th International Conference on Embedded Systems (VLSID) (01.01.2016)
Published in 2016 29th International Conference on VLSI Design and 2016 15th International Conference on Embedded Systems (VLSID) (01.01.2016)
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Conference Proceeding
Journal Article
METHOD AND DEVICE OF ACCESSING MEMORY WITH NEAR MEMORY ACCELERATOR
Roy, Arnab, Chandrasekharan, Kiran Kolar, CHO, Yeongon, Das, Saptarsi
Year of Publication 19.09.2024
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Year of Publication 19.09.2024
Patent
A Flexible Crypto-system Based upon the REDEFINE Polymorphic ASIC Architecture
Garga, Ganesh, Das, Saptarsi, Nandy, S K, Narayan, Ranjani, Haldar, Chandan, Jagtap, Maheshkumar P, Dash, Siba Prasad
Published in Defense science journal (01.01.2012)
Published in Defense science journal (01.01.2012)
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Journal Article
Electronic device and method for inference binary and ternary neural networks
Roy, Arnab, Chandrasek Haran, Kiran Kolar, Lee, Sehwan, Das, Saptarsi, Deshwal, Ankur
Year of Publication 16.07.2024
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Year of Publication 16.07.2024
Patent
Method and system of performing convolution in neural networks with variable dilation rate
Lee, Sehwan, Jang, Junwoo, Yadav, Dinesh Kumar, Das, Saptarsi, Deshwal, Ankur
Year of Publication 26.12.2023
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Year of Publication 26.12.2023
Patent
METHOD AND SYSTEM OF CONVOLUTION IN NEURAL NETWORK WITH VARIABLE DILATION RATE
YADAV, Dinesh Kumar, DAS, Saptarsi, LEE, Sehwan, JANG, Junwoo, DESHWAL, Ankur
Year of Publication 09.08.2023
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Year of Publication 09.08.2023
Patent