XNOR-SRAM: In-Memory Computing SRAM Macro for Binary/Ternary Deep Neural Networks
Yin, Shihui, Jiang, Zhewei, Seo, Jae-Sun, Seok, Mingoo
Published in IEEE journal of solid-state circuits (01.06.2020)
Published in IEEE journal of solid-state circuits (01.06.2020)
Get full text
Journal Article
C3SRAM: An In-Memory-Computing SRAM Macro Based on Robust Capacitive Coupling Computing Mechanism
Jiang, Zhewei, Yin, Shihui, Seo, Jae-Sun, Seok, Mingoo
Published in IEEE journal of solid-state circuits (01.07.2020)
Published in IEEE journal of solid-state circuits (01.07.2020)
Get full text
Journal Article
Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA
Ma, Yufei, Cao, Yu, Vrudhula, Sarma, Seo, Jae-sun
Published in IEEE transactions on very large scale integration (VLSI) systems (01.07.2018)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.07.2018)
Get full text
Journal Article
An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition
Kadetotad, Deepak, Yin, Shihui, Berisha, Visar, Chakrabarti, Chaitali, Seo, Jae-sun
Published in IEEE journal of solid-state circuits (01.07.2020)
Published in IEEE journal of solid-state circuits (01.07.2020)
Get full text
Journal Article
Performance Modeling for CNN Inference Accelerators on FPGA
Ma, Yufei, Cao, Yu, Vrudhula, Sarma, Seo, Jae-Sun
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.04.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.04.2020)
Get full text
Journal Article
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks
Meng, Jian, Yang, Li, Peng, Xiaochen, Yu, Shimeng, Fan, Deliang, Seo, Jae-Sun
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2021)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2021)
Get full text
Journal Article
Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain
Thakur, Chetan Singh, Molin, Jamal Lottier, Cauwenberghs, Gert, Indiveri, Giacomo, Kumar, Kundan, Qiao, Ning, Schemmel, Johannes, Wang, Runchun, Chicca, Elisabetta, Olson Hasler, Jennifer, Seo, Jae-Sun, Yu, Shimeng, Cao, Yu, van Schaik, André, Etienne-Cummings, Ralph
Published in Frontiers in neuroscience (03.12.2018)
Published in Frontiers in neuroscience (03.12.2018)
Get full text
Journal Article
A 1.06- \mu W Smart ECG Processor in 65-nm CMOS for Real-Time Biometric Authentication and Personal Cardiac Monitoring
Yin, Shihui, Kim, Minkyu, Kadetotad, Deepak, Liu, Yang, Bae, Chisung, Kim, Sang Joon, Cao, Yu, Seo, Jae-Sun
Published in IEEE journal of solid-state circuits (01.08.2019)
Published in IEEE journal of solid-state circuits (01.08.2019)
Get full text
Journal Article
A 65-nm RRAM Compute-in-Memory Macro for Genome Processing
Zhang, Fan, Sridharan, Amitesh, He, Wangxin, Yeo, Injune, Liehr, Maximilian, Zhang, Wei, Cady, Nathaniel, Cao, Yu, Seo, Jae-Sun, Fan, Deliang
Published in IEEE journal of solid-state circuits (01.07.2024)
Published in IEEE journal of solid-state circuits (01.07.2024)
Get full text
Journal Article
PIMCA: A Programmable In-Memory Computing Accelerator for Energy-Efficient DNN Inference
Zhang, Bo, Yin, Shihui, Kim, Minkyu, Saikia, Jyotishman, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Kim, Sang Joon, Seo, Jae-Sun, Seok, Mingoo
Published in IEEE journal of solid-state circuits (01.05.2023)
Published in IEEE journal of solid-state circuits (01.05.2023)
Get full text
Journal Article
Monolithically Integrated RRAM- and CMOS-Based In-Memory Computing Optimizations for Efficient Deep Learning
Yin, Shihui, Kim, Yulhwa, Han, Xu, Barnaby, Hugh, Yu, Shimeng, Luo, Yandong, He, Wangxin, Sun, Xiaoyu, Kim, Jae-Joon, Seo, Jae-sun
Published in IEEE MICRO (01.11.2019)
Published in IEEE MICRO (01.11.2019)
Get full text
Journal Article
Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions
Basu, Arindam, Acharya, Jyotibdha, Karnik, Tanay, Liu, Huichu, Li, Hai, Seo, Jae-Sun, Song, Chang
Published in IEEE journal on emerging and selected topics in circuits and systems (01.03.2018)
Published in IEEE journal on emerging and selected topics in circuits and systems (01.03.2018)
Get full text
Journal Article