En-Yu Yang
Harvard University Press(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Memory and Neural Computing, Semiconductor materials and devices, Parallel Computing and Optimization Techniques, Advanced Data Storage Technologies
Most-Cited Works
- → A 65nm 1Mb nonvolatile computing-in-memory ReRAM macro with sub-16ns multiply-and-accumulate for binary DNN AI edge processors(2018)321 cited
- → A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3ns and 55.8TOPS/W fully parallel product-sum operation for binary DNN edge processors(2018)240 cited
- → EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference(2021)97 cited
- → Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference(2020)66 cited
- → 9.8 A 25mm2 SoC for IoT Devices with 18ms Noise-Robust Speech-to-Text Latency via Bayesian Speech Denoising and Attention-Based Sequence-to-Sequence DNN Speech Recognition in 16nm FinFET(2021)33 cited
- → A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs(2022)27 cited
- → AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference(2019)23 cited
- → 14.5 A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types, Distributed Hardware Power Management and Flexible NoC-Based Data Orchestration(2024)16 cited
- → FlexACC: A Programmable Accelerator with Application-Specific ISA for Flexible Deep Neural Network Inference(2021)13 cited