3D Ta/TaOx/TiO2/Ti synaptic array and linearity tuning of weight update for hardware neural network applications IT Wang, CC Chang, LW Chiu, T Chou, TH Hou Nanotechnology 27 (36), 365204, 2016 | 188 | 2016 |
Mitigating asymmetric nonlinear weight update effects in hardware neural network based on analog resistive synapse CC Chang, PC Chen, T Chou, IT Wang, B Hudec, CC Chang, CM Tsai, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017 | 122 | 2017 |
Sub-nA low-current HZO ferroelectric tunnel junction for high-performance and accurate deep learning acceleration TY Wu, HH Huang, YH Chu, CC Chang, MH Wu, CH Hsu, CT Wu, MC Wu, ... 2019 IEEE International Electron Devices Meeting (IEDM), 6.3. 1-6.3. 4, 2019 | 47 | 2019 |
Challenges and opportunities toward online training acceleration using RRAM-based hardware neural network CC Chang, JC Liu, YL Shen, T Chou, PC Chen, IT Wang, CC Su, MH Wu, ... 2017 IEEE International Electron Devices Meeting (IEDM), 11.6. 1-11.6. 4, 2017 | 37 | 2017 |
Crossbar array of selector-less TaOx/TiO2 bilayer RRAM CT Chou, B Hudec, CW Hsu, WL Lai, CC Chang, TH Hou Microelectronics Reliability 55 (11), 2220-2223, 2015 | 36 | 2015 |
Neural network processing system TH Hou, CC Chang, JC Liu US Patent 10,902,317, 2021 | 28 | 2021 |
Extremely compact integrate-and-fire STT-MRAM neuron: a pathway toward all-spin artificial deep neural network MH Wu, MC Hong, CC Chang, P Sahu, JH Wei, HY Lee, SS Shcu, ... 2019 Symposium on VLSI Technology, T34-T35, 2019 | 25 | 2019 |
NV-BNN: An accurate deep convolutional neural network based on binary STT-MRAM for adaptive AI edge CC Chang, MH Wu, JW Lin, CH Li, V Parmar, HY Lee, JH Wei, SS Sheu, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 23 | 2019 |
Device quantization policy in variation-aware in-memory computing design CC Chang, ST Li, TL Pan, CM Tsai, IT Wang, TS Chang, TH Hou Scientific reports 12 (1), 112, 2022 | 9 | 2022 |
Two-dimensional materials for artificial synapses: toward a practical application IT Wang, CC Chang, YY Chen, YS Su, TH Hou Neuromorphic Computing and Engineering 2 (1), 012003, 2022 | 8 | 2022 |
Strong read and write interference induced by breakdown failure in crossbar arrays CC Chang, HH Huang, B Hudec, MH Wu, CC Chang, PT Liu, TH Hou IEEE Transactions on Electron Devices 67 (12), 5497-5504, 2020 | 5 | 2020 |
Beast: Online Joint Beat and Downbeat Tracking Based on Streaming Transformer CC Chang, L Su ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
Development of three-dimensional synaptic device and neuromorphic computing hardware IT Wang, T Chou, LW Chiu, CC Chang, TH Hou 2016 13th IEEE International Conference on Solid-State and Integrated …, 2016 | 1 | 2016 |
Memory-based device TH Hou, CC Chang US Patent App. 17/875,262, 2022 | | 2022 |
Device and method for operating the same TH Hou, CC Chang US Patent 11,494,619, 2022 | | 2022 |
Strategy of Mitigating Breakdown Interference and Yield Loss in Crossbar Memory CC Chang, IT Wang, HH Huang, B Hudec, MH Wu, CC Chang, PT Liu, ... IEEE Transactions on Electron Devices 68 (12), 6082-6086, 2021 | | 2021 |
Device Quantization Policy and Power-Performance-Area Co-Optimization Strategy in Variation-Aware In-memory Computing Design CC Chang, ST Li, TL Pan, CM Tsai, IT Wang, TS Chang, TH Hou | | 2021 |
Self-Rectifying Ta/TaOx/TiO2/Ti Cell for High-Density Flexible RRAM CT Chou, CW Hsu, CC Chang, TH Hou | | |