Exploring neural oscillations during speech perception via surrogate gradient spiking neural networks

22 April 2024

Papers citing "Exploring neural oscillations during speech perception via surrogate gradient spiking neural networks"

9 / 9 papers shown

Title
Co-learning synaptic delays, weights and adaptation in spiking neural networks Lucas Deckers Lauren Damme Ing Jyh Tsang W. V. Leekwijck Steven Latré 52 11 0 12 Sep 2023
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 55 758 0 08 Jun 2021
Scaling End-to-End Models for Large-Scale Multilingual ASR Yue Liu Ruoming Pang Tara N. Sainath Anmol Gulati Yu Zhang James Qin Parisa Haghani Wenjie Huang Min Ma Junwen Bai CLL 78 76 0 30 Apr 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Bojian Yin Federico Corradi S. Bohté 65 212 0 12 Mar 2021
Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech Juliette Millet J. King 81 34 0 25 Feb 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 150 5,677 0 20 Jun 2020
Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks Bojian Yin Federico Corradi Sander M. Bohté 41 100 0 24 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 188 3,082 0 16 May 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 135 484 0 26 Mar 2018