A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs-Reference-Cited by-同舟云学术

A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs

Published:2023-02 Issue:2 Volume:58 Page:569-581
ISSN:0018-9200
Container-title:IEEE Journal of Solid-State Circuits
language:
Short-container-title:IEEE J. Solid-State Circuits

Author:

Tambe Thierry¹^ORCID,Yang En-Yu¹,Ko Glenn G.¹,Chai Yuji¹,Hooper Coleman¹^ORCID,Donato Marco²^ORCID,Whatmough Paul N.³^ORCID,Rush Alexander M.⁴,Brooks David¹^ORCID,Wei Gu-Yeon¹

Affiliation:

1. School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA

2. Department of Electrical and Computer Engineering, Tufts University, Medford, MA, USA

3. Arm Research, Boston, MA, USA

4. Department of Computer Science, Cornell University, New York, NY, USA

Funder

Applications Driving Architectures (ADA), one of six centers of JUMP, a Semiconductor Research Corporation (SRC) Program co-sponsored by DARPA;

DARPA DSSoC program

Intel Corporation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Link

https://ieeexplore.ieee.org/ielam/4/10027566/9791855-aam.pdf

Reference52 articles.

1. EIE

2. MASR: A Modular Accelerator for Sparse RNNs

3. Online Automatic Speech Recognition With Listen, Attend and Spell Model

4. Teaching machines to read and comprehend;hermann;Proc 28th Int Conf Neural Inf Process Syst,2015

5. A 0.32–128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A 71.2-μW Speech Recognition Accelerator With Recurrent Spiking Neural Network;IEEE Transactions on Circuits and Systems I: Regular Papers;2024-07

2. Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

3. NLP‐Driven Chatbots;Conversational Artificial Intelligence;2024-01-27

4. Semantic Hearing: Programming Acoustic Scenes with Binaural Hearables;Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology;2023-10-29

5. Edge NLP for Efficient Machine Translation in Low Connectivity Areas;2023 IEEE 9th World Forum on Internet of Things (WF-IoT);2023-10-12