Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory
Duckhwan Kim, Jaeha Kung, Sek Chai, Yalamanchili, Sudhakar, Mukhopadhyay, Saibal
Published in 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) (01.06.2016)
Published in 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) (01.06.2016)
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Conference Proceeding
ReplaceNet: real-time replacement of a biological neural circuit with a hardware-assisted spiking neural network
Hwang, Sangwoo, Hwang, Yujin, Kim, Duhee, Lee, Junhee, Choe, Han Kyoung, Lee, Junghyup, Kang, Hongki, Kung, Jaeha
Published in Frontiers in neuroscience (10.08.2023)
Published in Frontiers in neuroscience (10.08.2023)
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Journal Article
Efficient Object Detection Using Embedded Binarized Neural Networks
Kung, Jaeha, Zhang, David, van der Wal, Gooitzen, Chai, Sek, Mukhopadhyay, Saibal
Published in Journal of signal processing systems (01.06.2018)
Published in Journal of signal processing systems (01.06.2018)
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Journal Article
Adaptive weight compression for memory-efficient neural networks
Jong Hwan Ko, Duckhwan Kim, Taesik Na, Jaeha Kung, Mukhopadhyay, Saibal
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
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Conference Proceeding
Maximizing system performance by balancing computation loads in LSTM accelerators
Park, Junki, Kung, Jaeha, Yi, Wooseok, Kim, Jae-Joon
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
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Conference Proceeding
A programmable hardware accelerator for simulating dynamical systems
Jaeha Kung, Yun Long, Duckhwan Kim, Mukhopadhyay, Saibal
Published in 2017 ACM/IEEE 44th Annual International Symposium on Computer Architecture (ISCA) (01.06.2017)
Published in 2017 ACM/IEEE 44th Annual International Symposium on Computer Architecture (ISCA) (01.06.2017)
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Conference Proceeding
Thermal signature: a simple yet accurate thermal index for floorplan optimization
Kung, Jaeha, Han, Inhak, Sapatnekar, Sachin, Shin, Youngsoo
Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2011)
Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2011)
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Conference Proceeding
On-chip training of recurrent neural networks with limited numerical precision
Taesik Na, Jong Hwan Ko, Jaeha Kung, Mukhopadhyay, Saibal
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
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Conference Proceeding
Exploring the opportunity of optimizing sequencing elements in ASIC designs
Seungwhun Paik, Jaeha Kung, Youngsoo Shin
Published in 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2011)
Published in 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2011)
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Conference Proceeding
ReRAM Crossbar based Recurrent Neural Network for human activity detection
Yun Long, Eui Min Jung, Jaeha Kung, Mukhopadhyay, Saibal
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
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Conference Proceeding