An Intelligent Bandwidth Manager for CNN Applications on Embedded Devices
Kumar Pasupuleti, Sirish, Rajaram, Aishwarya, Rao Miniskar, Narasinga, Narayana Gadde, Raj, Yadvandu, Deepanshu, Rajagopal, Vasanthakumar, Vishnoi, Ashok, Kumar Ramasamy, Chandra
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
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Conference Proceeding
네트워크에서 메모리 요구 사항을 결정하는 방법 및 장치
PASUPULETI SIRISH KUMAR, MINISKAR NARASINGA RAO, VISHNOI ASHOK, RAMASAMY CHANDRA KUMAR, GADDE RAJ NARAYANA, RAJAGOPAL VASANTHAKUMAR
Year of Publication 18.03.2020
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Year of Publication 18.03.2020
Patent
Accurate and Efficient Fixed Point Inference for Deep Neural Networks
Rajagopal, Vasanthakumar, Ramasamy, Chandra Kumar, Vishnoi, Ashok, Gadde, Raj Narayana, Miniskar, Narasinga Rao, Pasupuleti, Sirish Kumar
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
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Conference Proceeding
Optimal SDRAM Buffer Allocator for Efficient Reuse of Layer IO in CNNs Inference Framework
Miniskar, Narasinga Rao, Pasupuleti, Sirish Kumar, Rajagopal, Vasanthakumar, Vishnoi, Ashok, Ramasamy, Chandra Kumar, Gadde, Raj Narayana
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
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Conference Proceeding
ACCELERATING NEURAL NETWORKS WITH ONE SHOT SKIP LAYER PRUNING
Shagrithaya, Keerthan, Raghavendra, Prakash Sathyanath, Ramachandran, Arun Coimbatore, Ramasamy, Chandra Kumar
Year of Publication 02.11.2023
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Year of Publication 02.11.2023
Patent
EFFICIENT WEIGHT CLIPPING FOR NEURAL NETWORKS
Shagrithaya, Keerthan S, Raghavendra, Prakash Sathyanath, Rajagopal, Vasanthakumar, Ramachandran, Arun Coimbatore, Ramasamy, Chandra Kumar
Year of Publication 30.12.2021
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Year of Publication 30.12.2021
Patent