A ferroelectric FET-based processing-in-memory architecture for DNN acceleration Y Long, D Kim, E Lee, P Saha, BA Mudassar, X She, AI Khan, ...
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019
56 2019 Q-pim: A genetic algorithm based flexible dnn quantization method and application to processing-in-memory platform Y Long, E Lee, D Kim, S Mukhopadhyay
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
26 2020 Physically unclonable function circuit, and system and integrated circuit including the same SW Park, DH Kim, MJ Noh, B Karpinskyy, YK Lee, Y Choi
US Patent 10,243,749, 2019
24 2019 A heterogeneous spiking neural network for unsupervised learning of spatiotemporal patterns X She, S Dash, D Kim, S Mukhopadhyay
Frontiers in Neuroscience 14, 615756, 2021
19 2021 Integrated circuit for physically unclonable function and device including the same B Karpinskyy, DH Kim, MJ Noh, SW Park, YK Lee, Y Choi
US Patent 10,439,613, 2019
14 2019 Processing-in-memory-based on-chip learning with spike-time-dependent plasticity in 65-nm cmos D Kim, X She, NM Rahman, VCK Chekuri, S Mukhopadhyay
IEEE Solid-State Circuits Letters 3, 278-281, 2020
11 2020 ScieNet: Deep learning with spike-assisted contextual information extraction X She, Y Long, D Kim, S Mukhopadhyay
Pattern Recognition 118, 108002, 2021
10 2021 Flex-PIM: A ferroelectric FET based vector matrix multiplication engine with dynamical bitwidth and floating point precision Y Long, E Lee, D Kim, S Mukhopadhyay
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
10 2020 RTL-to-GDS tool flow and design-for-test solutions for monolithic 3D ICs H Park, K Chang, BW Ku, J Kim, E Lee, D Kim, A Chaudhuri, S Banerjee, ...
Proceedings of the 56th Annual Design Automation Conference 2019, 1-4, 2019
10 2019 Advances in design and test of monolithic 3-D ICs A Chaudhuri, S Banerjee, H Park, J Kim, G Murali, E Lee, D Kim, SK Lim, ...
IEEE Design & Test 37 (4), 92-100, 2020
9 2020 Genetic algorithm-based energy-aware CNN quantization for processing-in-memory architecture B Kang, A Lu, Y Long, D Kim, S Yu, S Mukhopadhyay
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
8 2021 RTL-to-GDS design tools for monolithic 3D ICs J Kim, G Murali, P Vanna-Iampikul, E Lee, D Kim, A Chaudhuri, ...
Proceedings of the 39th International Conference on Computer-Aided Design, 1-8, 2020
8 2020 Safe-dnn: a deep neural network with spike assisted feature extraction for noise robust inference X She, P Saha, D Kim, Y Long, S Mukhopadhyay
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
7 2020 MONETA: A Processing-In-Memory-based Hardware Platform for the Hybrid Convolutional Spiking Neural Network with On-line Learning D Kim, B Chakraborty, X She, E Lee, B Kang, S Mukhopadhyay
Frontiers in Neuroscience, 412, 2022
4 2022 A flexible precision multi-format in-memory vector matrix multiplication engine in 65 nm cmos with rf machine learning support M Mukherjee, Y Long, J Woo, D Kim, NM Rahman, S Dash, ...
IEEE Solid-State Circuits Letters 3, 450-453, 2020
3 2020 29.1 A 32.5 mW Mixed-Signal Processing-in-Memory-Based k-SAT Solver in 65nm CMOS with 74.0% Solvability for 30-Variable 126-Clause 3-SAT Problems D Kim, NM Rahman, S Mukhopadhyay
2023 IEEE International Solid-State Circuits Conference (ISSCC), 28-30, 2023
2 2023 An SRAM Compiler for Monolithic-3-D Integrated Circuit With Carbon Nanotube Transistors D Kim, E Lee, J Seo, J Kim, SK Lim, S Mukhopadhyay
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 7 …, 2021
2 2021 A ReRAM memory compiler with layout-precise performance evaluation E Lee, D Kim, VCK Chekuri, Y Long, S Mukhopadhyay
2019 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference …, 2019
2 2019 A ReRAM memory compiler for monolithic 3D integrated circuits in a carbon nanotube process E Lee, D Kim, J Kim, SK Lim, S Mukhopadhyay
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (1), 1-20, 2021
1 2021 PRESTO: A Processing-in-Memory-Based -SAT Solver Using Recurrent Stochastic Neural Network With Unsupervised Learning D Kim, NM Rahman, S Mukhopadhyay
IEEE Journal of Solid-State Circuits, 2024
2024