Yuhan Shi
Cited by
Cited by
Neuroinspired unsupervised learning and pruning with subquantum CBRAM arrays
Y Shi, L Nguyen, S Oh, X Liu, F Koushan, JR Jameson, D Kuzum
Nature communications 9 (1), 5312, 2018
Energy-efficient Mott activation neuron for full-hardware implementation of neural networks
S Oh, Y Shi, J Del Valle, P Salev, Y Lu, Z Huang, Y Kalcheim, IK Schuller, ...
Nature nanotechnology 16 (6), 680-687, 2021
A compact closed-loop optogenetics system based on artifact-free transparent graphene electrodes
X Liu, Y Lu, E Iseri, Y Shi, D Kuzum
Frontiers in neuroscience 12, 132, 2018
A soft-pruning method applied during training of spiking neural networks for in-memory computing applications
Y Shi, L Nguyen, S Oh, X Liu, D Kuzum
Frontiers in neuroscience 13, 405, 2019
The impact of resistance drift of phase change memory (PCM) synaptic devices on artificial neural network performance
S Oh, Z Huang, Y Shi, D Kuzum
IEEE Electron Device Letters 40 (8), 1325-1328, 2019
Drift-enhanced unsupervised learning of handwritten digits in spiking neural network with PCM synapses
S Oh, Y Shi, X Liu, J Song, D Kuzum
IEEE Electron Device Letters 39 (11), 1768-1771, 2018
Performance prospects of deeply scaled spin-transfer torque magnetic random-access memory for in-memory computing
Y Shi, S Oh, Z Huang, X Lu, SH Kang, D Kuzum
IEEE Electron Device Letters 41 (7), 1126-1129, 2020
Regulating carrier dynamics in single crystal halide perovskite via interface engineering and optical doping
Z Chen, Y Wang, Y Shi, B Hsu, Z Yang, J Shi
Advanced Electronic Materials 2 (10), 1600248, 2016
Synaptic devices based on phase-change memory
Y Shi, S Fong, HSP Wong, D Kuzum
Neuro-inspired Computing Using Resistive Synaptic Devices, 19-51, 2017
Adaptive quantization as a device-algorithm co-design approach to improve the performance of in-memory unsupervised learning with SNNs
Y Shi, Z Huang, S Oh, N Kaslan, J Song, D Kuzum
IEEE Transactions on Electron Devices 66 (4), 1722-1728, 2019
A neuromorphic brain interface based on RRAM crossbar arrays for high throughput real-time spike sorting
Y Shi, A Ananthakrishnan, S Oh, X Liu, G Hota, G Cauwenberghs, ...
IEEE Transactions on Electron Devices 69 (4), 2137-2144, 2021
Decoding ECoG High Gamma Power from Cellular Calcium Response using Transparent Graphene Microelectrodes
X Liu, C Ren, Y Lu, R Hattori, Y Shi, R Zhao, D Ding, T Komiyama, ...
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 710-713, 2019
High Throughput Neuromorphic Brain Interface with CuOx Resistive Crossbars for Real-time Spike Sorting
Y Shi, A Ananthakrishnan, S Oh, X Liu, G Hota, G Cauwenberghs, ...
2021 IEEE International Electron Devices Meeting (IEDM), 16.5. 1-16.5. 4, 2021
(Invited) Device-Algorithm Codesign for Efficient Neuro-inspired Computing with Resistive Memory Devices
D Kuzum, Y Shi, S Oh
Electrochemical Society Meeting Abstracts prime2020, 2038-2038, 2020
Drift-enhanced Unsupervised Learning with PCM Synapses
Y Shi, S Oh, X Liu, D Kuzum
2018 76th Device Research Conference (DRC), 1-2, 2018
(Invited) Phase Change Materials-based Synaptic Devices for Energy Efficient Implementation of Learning in Hardware
Y Shi, D Kuzum
Electrochemical Society Meeting Abstracts 231, 995-995, 2017
Neuromorphic and Quantum Devices
Y Shi, S Oh, X Liu, D Kuzum, AN using MoS, GTS Memristors, H Kalita, ...
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