Xin Liu
Xin Liu
Illumina Artificial Intelligence Laboratory
Verified email at
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Transformation of cortex-wide emergent properties during motor learning
H Makino, C Ren, H Liu, AN Kim, N Kondapaneni, X Liu, D Kuzum, ...
Neuron 94 (4), 880-890. e8, 2017
Deep 2-photon imaging and artifact-free optogenetics through transparent graphene microelectrode arrays
M Thunemann, Y Lu, X Liu, K Kılı็, M Desjardins, M Vandenberghe, ...
Nature communications 9 (1), 2035, 2018
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
Ultralow impedance graphene microelectrodes with high optical transparency for simultaneous deep two‐photon imaging in transgenic mice
Y Lu, X Liu, R Hattori, C Ren, X Zhang, T Komiyama, D Kuzum
Advanced functional materials 28 (31), 1800002, 2018
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
Multimodal neural recordings with Neuro-FITM uncover diverse patterns of cortical–hippocampal interactions
X Liu, C Ren, Y Lu, Y Liu, JH Kim, S Leutgeb, T Komiyama, D Kuzum
Nature neuroscience 24 (6), 886-896, 2021
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
Graphene-based neurotechnologies for advanced neural interfaces
Y Lu, X Liu, D Kuzum
Current Opinion in Biomedical Engineering 6, 138-147, 2018
Numerical and experimental evaluation of the receiving performance of meander-line coil EMATs
S Wang, Z Li, P Li, X Liu, G Zhai
Nondestructive Testing and Evaluation 29 (4), 269-282, 2014
Evaluation of Durability of Transparent Graphene Electrodes Fabricated on Different Flexible Substrates for Chronic In Vivo Experiments
D Ding, Y Lu, R Zhao, X Liu, C De-Eknamkul, C Ren, A Mehrsa, ...
IEEE Transactions on Biomedical Engineering 67 (11), 3203-3210, 2020
High-density porous graphene arrays enable detection and analysis of propagating cortical waves and spirals
X Liu, Y Lu, D Kuzum
Scientific Reports 8 (1), 17089, 2018
Transparent artifact-free graphene electrodes for compact closed-loop optogenetics systems
X Liu, Y Lu, E Iseri, C Ren, H Liu, T Komiyama, D Kuzum
2017 IEEE International Electron Devices Meeting (IEDM), 26.1. 1-26.1. 4, 2017
Hippocampal-cortical memory trace transfer and reactivation through cell-specific stimulus and spontaneous background noise
X Liu, D Kuzum
Frontiers in Computational Neuroscience 13, 67, 2019
Computational analysis of network activity and spatial reach of sharp wave-ripples
S Canakci, MF Toy, AF Inci, X Liu, D Kuzum
PloS one 12 (9), e0184542, 2017
Multimodal monitoring of human cortical organoids implanted in mice reveal functional connection with visual cortex
MN Wilson, M Thunemann, X Liu, Y Lu, F Puppo, JW Adams, JH Kim, ...
Nature Communications 13 (1), 7945, 2022
Graphene neural interfaces for artifact free optogenetics
H Lyu, X Liu, N Rogers, V Gilja, D Kuzum
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
Decoding of cortex-wide brain activity from local recordings of neural potentials
X Liu, C Ren, Z Huang, M Wilson, JH Kim, Y Lu, M Ramezani, ...
Journal of neural engineering 18 (6), 066009, 2021
3D expandable microwire electrode arrays made of programmable shape memory materials
R Zhao, X Liu, Y Lu, C Ren, A Mehrsa, T Komiyama, D Kuzum
2018 IEEE International Electron Devices Meeting (IEDM), 29.2. 1-29.2. 4, 2018
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
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