Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

19 November 2019

Jibin Wu

Emre Yilmaz

Malu Zhang

Haizhou Li

Kay Chen Tan

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Papers citing "Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition"

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Title
A 71.2- $μ$ W Speech Recognition Accelerator with Recurrent Spiking Neural Network Chih-Chyau Yang Tian-Sheuan Chang 60 1 0 27 Mar 2025
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 18 0 0 07 Oct 2024
Deep activity propagation via weight initialization in spiking neural networks Aurora Micheli O. Booij J. C. V. Gemert Nergis Tömen 21 0 0 01 Oct 2024
A Low-Cost Real-Time Spiking System for Obstacle Detection based on Ultrasonic Sensors and Rate Coding A. Ayuso-Martinez Daniel Casanueva-Morato Juan Pedro Dominguez-Morales Angel Jimenez-Fernandez Gabriel Jimenez-Moreno 17 0 0 04 Sep 2024
Human-Inspired Audio-Visual Speech Recognition: Spike Activity, Cueing Interaction and Causal Processing Qianhui Liu J. Wang Yang Wang Xin Yang Gang Pan Haizhou Li 24 0 0 29 Aug 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network Kexin Wang Jiahong Zhang Yong Ren Man Yao Richard D. Shang Boxing Xu Guoqi Li DiffM 19 2 0 17 Jul 2024
Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning Wenrui Li Penghong Wang Ruiqin Xiong Xiaopeng Fan 32 8 0 11 Jul 2024
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks Hamed Poursiami Ihsen Alouani Maryam Parsa 32 1 0 07 May 2024
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks Ziming Wang Ziling Wang Huaning Li Lang Qin Runhao Jiang De Ma Huajin Tang 28 10 0 19 Mar 2024
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning Dong Chen Shuai Zheng Muhao Xu Zhenfeng Zhu Yao-Min Zhao 37 3 0 11 Mar 2024
SynA-ResNet: Spike-driven ResNet Achieved through OR Residual Connection Yimeng Shan Xuerui Qiu Rui-jie Zhu Jason Eshraghian Malu Zhang Haicheng Qu 19 1 0 11 Nov 2023
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks Zeyang Song Jibin Wu Malu Zhang Mike Zheng Shou Haizhou Li 37 4 0 18 Sep 2023
Unleashing the Potential of Spiking Neural Networks for Sequential Modeling with Contextual Embedding Xinyi Chen Jibin Wu Huajin Tang Qinyuan Ren Kay Chen Tan 25 3 0 29 Aug 2023
Direct Learning-Based Deep Spiking Neural Networks: A Review Yu-Zhu Guo Xuhui Huang Zhe Ma AI4CE 69 46 0 31 May 2023
A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks Xinyi Chen Qu Yang Jibin Wu Haizhou Li Kay Chen Tan 17 16 0 26 May 2023
Spiking Neural Networks in the Alexiewicz Topology: A New Perspective on Analysis and Error Bounds Bernhard A. Moser M. Lunglmayr 17 8 0 09 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 82 159 0 21 Mar 2023
Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition Pengfei Sun E. Eqlimi Yansong Chua P. Devos Dick Botteldooren 34 18 0 16 Feb 2023
Surrogate Gradient Spiking Neural Networks as Encoders for Large Vocabulary Continuous Speech Recognition Alexandre Bittar Philip N. Garner 16 3 0 01 Dec 2022
Construction of a spike-based memory using neural-like logic gates based on Spiking Neural Networks on SpiNNaker A. Ayuso-Martinez Daniel Casanueva-Morato Juan P. Dominguez-Morales Angel Jimenez-Fernandez Gabriel Jimenez-Moreno 13 4 0 08 Jun 2022
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker A. Ayuso-Martinez Daniel Casanueva-Morato Juan P. Dominguez-Morales Angel Jimenez-Fernandez Gabriel Jimenez-Moreno NAI 11 3 0 09 May 2022
T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events Shu Wang Yuhuang Hu Shih-Chii Liu 13 1 0 07 Feb 2022
Advancing Spiking Neural Networks towards Deep Residual Learning Yifan Hu Lei Deng Yujie Wu Man Yao Guoqi Li 21 83 0 15 Dec 2021
Human-Level Control through Directly-Trained Deep Spiking Q-Networks Guisong Liu Wenjie Deng Xiurui Xie Li Huang Huajin Tang OffRL 19 43 0 13 Dec 2021
Advancing Deep Residual Learning by Solving the Crux of Degradation in Spiking Neural Networks Yifan Hu Yujie Wu Lei Deng Guoqi Li 19 5 0 09 Dec 2021
Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks N. Dennler G. Haessig M. Cartiglia Giacomo Indiveri 11 14 0 01 Jun 2021
Low-activity supervised convolutional spiking neural networks applied to speech commands recognition Thomas Pellegrini Romain Zimmer T. Masquelier 10 34 0 13 Nov 2020
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences Weihua He Yujie Wu Lei Deng Guoqi Li Haoyu Wang Yang Tian Wei Ding Wenhui Wang Yuan Xie 80 124 0 02 May 2020
Spiking Deep Residual Network Yang‐Zhi Hu Huajin Tang Gang Pan 113 75 0 28 Apr 2018
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney R. Legenstein Wolfgang Maass 116 481 0 26 Mar 2018