Hsinyu Tsai
Hsinyu Tsai
Research Staff Member, IBM
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Cited by
Cited by
Equivalent-accuracy accelerated neural-network training using analogue memory
S Ambrogio, P Narayanan, H Tsai, RM Shelby, I Boybat, C Di Nolfo, ...
Nature 558 (7708), 60-67, 2018
Chemoepitaxy etch trim using a self aligned hard mask for metal line to via
M Brink, MA Guillorn, CH Lin, H Tsai
US Patent 9,646,883, 2017
Confining light to deep subwavelength dimensions to enable optical nanopatterning
TL Andrew, HY Tsai, R Menon
Science 324 (5929), 917-921, 2009
Recent progress in analog memory-based accelerators for deep learning
H Tsai, S Ambrogio, P Narayanan, RM Shelby, GW Burr
Journal of Physics D: Applied Physics 51 (28), 283001, 2018
Two-Dimensional Pattern Formation Using Graphoepitaxy of PS-b-PMMA Block Copolymers for Advanced FinFET Device and Circuit Fabrication
H Tsai, JW Pitera, H Miyazoe, S Bangsaruntip, SU Engelmann, CC Liu, ...
ACS nano 8 (5), 5227-5232, 2014
Absorbance-modulation optical lithography
R Menon, HI Smith
JOSA A 23 (9), 2290-2294, 2006
Large-scale plasmonic microarrays for label-free high-throughput screening
TY Chang, M Huang, AA Yanik, HY Tsai, P Shi, S Aksu, MF Yanik, H Altug
Lab on a Chip 11 (21), 3596-3602, 2011
Directed self-assembly of block copolymers for 7 nanometre FinFET technology and beyond
CC Liu, E Franke, Y Mignot, R Xie, CW Yeung, J Zhang, C Chi, C Zhang, ...
Nature Electronics 1 (10), 562-569, 2018
Fully on-chip MAC at 14 nm enabled by accurate row-wise programming of PCM-based weights and parallel vector-transport in duration-format
P Narayanan, S Ambrogio, A Okazaki, K Hosokawa, H Tsai, A Nomura, ...
IEEE Transactions on Electron Devices 68 (12), 6629-6636, 2021
Reducing the impact of phase-change memory conductance drift on the inference of large-scale hardware neural networks
S Ambrogio, M Gallot, K Spoon, H Tsai, C Mackin, M Wesson, ...
2019 IEEE International Electron Devices Meeting (IEDM), 6.1. 1-6.1. 4, 2019
Far-field generation of localized light fields using absorbance modulation
R Menon, HY Tsai, SW Thomas III
Physical review letters 98 (4), 043905, 2007
Confined PCM-based analog synaptic devices offering low resistance-drift and 1000 programmable states for deep learning
W Kim, RL Bruce, T Masuda, GW Fraczak, N Gong, P Adusumilli, ...
2019 Symposium on VLSI Technology, T66-T67, 2019
AI hardware acceleration with analog memory: Microarchitectures for low energy at high speed
HY Chang, P Narayanan, SC Lewis, NCP Farinha, K Hosokawa, ...
IBM Journal of Research and Development 63 (6), 8: 1-8: 14, 2019
Capacitor-based cross-point array for analog neural network with record symmetry and linearity
Y Li, S Kim, X Sun, P Solomon, T Gokmen, H Tsai, S Koswatta, Z Ren, ...
2018 IEEE Symposium on VLSI Technology, 25-26, 2018
Design of diffractive lenses that generate optical nulls without phase singularities
R Menon, P Rogge, HY Tsai
JOSA A 26 (2), 297-304, 2009
Sub-30 nm pitch line-space patterning of semiconductor and dielectric materials using directed self-assembly
HY Tsai, H Miyazoe, S Engelmann, B To, E Sikorski, J Bucchignano, ...
Journal of Vacuum Science & Technology B 30 (6), 2012
Inference of long-short term memory networks at software-equivalent accuracy using 2.5 M analog phase change memory devices
H Tsai, S Ambrogio, C Mackin, P Narayanan, RM Shelby, K Rocki, ...
2019 Symposium on VLSI Technology, T82-T83, 2019
Perspective on training fully connected networks with resistive memories: Device requirements for multiple conductances of varying significance
G Cristiano, M Giordano, S Ambrogio, LP Romero, C Cheng, ...
Journal of Applied Physics 124 (15), 2018
Tone inversion of self-assembled self-aligned structures
MA Guillorn, SJ Holmes, C Liu, H Miyazoe, H Tsai
US Patent 8,771,929, 2014
Computational aspects of optical lithography extension by directed self-assembly
K Lai, C Liu, J Pitera, DJ Dechene, A Schepis, J Abdallah, H Tsai, ...
Optical Microlithography XXVI 8683, 868304, 2013
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