A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware

8 July 2021

Papers citing "A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware"

36 / 36 papers shown

Title
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 76 4 0 25 Nov 2024
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 20 2 0 08 Nov 2024
PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks Yulong Huang Zunchang Liu Changchun Feng Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Hong Xing Bojun Cheng 36 0 0 04 Oct 2024
A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing Svea Marie Meyer Philipp Weidel Philipp Plank L. Campos-Macias Sumit Bam Shrestha Philipp Stratmann M. R 36 4 0 23 Sep 2024
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding Keming Wu Man Yao Yuhong Chou Xuerui Qiu Rui Yang Boxing Xu Guoqi Li AAML 23 4 0 29 Jul 2024
Spiking Convolutional Neural Networks for Text Classification Changze Lv Jianhan Xu Xiaoqing Zheng 48 27 0 27 Jun 2024
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective A. H. Abbas Hend Abdel-Ghani I. S. Maksymov 36 7 0 14 Jun 2024
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL Lang Qin Ziming Wang Runhao Jiang Rui Yan Huajin Tang 36 0 0 24 Apr 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 59 5 0 17 Mar 2024
Reservoir Computing Using Measurement-Controlled Quantum Dynamics A. H. Abbas I. S. Maksymov 31 10 0 01 Mar 2024
Efficient Online Learning for Networks of Two-Compartment Spiking Neurons Yujia Yin Xinyi Chen Chenxiang Ma Jibin Wu Kay Chen Tan 32 0 0 25 Feb 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin CLL 24 5 0 19 Feb 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips Man Yao Jiakui Hu Tianxiang Hu Yifan Xu Zhaokun Zhou Yonghong Tian Boxing Xu Guoqi Li 31 55 0 15 Feb 2024
Neuromorphic hardware for sustainable AI data centers Bernhard Vogginger A. Rostami Vaibhav Jain Sirine Arfa Andreas Hantsch ... Ulrike Faltings Hector A. Gonzalez Chen Liu Christian Mayr Wolfgang Maaß 24 10 0 04 Feb 2024
Mathematical Algorithm Design for Deep Learning under Societal and Judicial Constraints: The Algorithmic Transparency Requirement Holger Boche Adalbert Fono Gitta Kutyniok FaML 28 4 0 18 Jan 2024
Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning Ding Chen Peixi Peng Tiejun Huang Yonghong Tian 21 6 0 09 Jan 2024
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data I. S. Maksymov 21 5 0 03 Jan 2024
Language Modeling on a SpiNNaker 2 Neuromorphic Chip Khaleelulla Khan Nazeer Mark Schöne Rishav Mukherji Bernhard Vogginger Christian Mayr David Kappel Anand Subramoney 32 5 0 14 Dec 2023
A differentiable brain simulator bridging brain simulation and brain-inspired computing Chaoming Wang Tianqiu Zhang Sichao He Hongyaoxing Gu Shangyang Li Si Wu 24 4 0 09 Nov 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 23 200 0 25 Oct 2023
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network Tianlong Li Wenhao Liu Changze Lv Jianhan Xu Cenyuan Zhang Muling Wu Xiaoqing Zheng Xuanjing Huang CLIP VLM 23 2 0 10 Oct 2023
The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics I. Maksymov Ganna Pogrebna AI4CE 14 8 0 30 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
SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation Changze Lv Tianlong Li Jianhan Xu Chenxi Gu Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 34 7 0 29 Aug 2023
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling Shimin Zhang Qu Yang Chenxiang Ma Jibin Wu Haizhou Li Kay Chen Tan 22 16 0 25 Aug 2023
Inherent Redundancy in Spiking Neural Networks Man Yao J. Hu Guangshe Zhao Yaoyuan Wang Ziyang Zhang Boxing Xu Guoqi Li 22 15 0 16 Aug 2023
Spike-driven Transformer Man Yao Jiakui Hu Zhaokun Zhou Liuliang Yuan Yonghong Tian Boxing Xu Guoqi Li 34 112 0 04 Jul 2023
Spike timing reshapes robustness against attacks in spiking neural networks Jianhao Ding Zhaofei Yu Tiejun Huang Jian K. Liu AAML 24 1 0 09 Jun 2023
Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network Man Yao Yu-Liang Chou Guangshe Zhao Xiawu Zheng Yonghong Tian Boxing Xu Guoqi Li 36 4 0 20 May 2023
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 31 14 0 20 Oct 2022
Spiking neural networks for nonlinear regression Alexander Henkes Jason Eshraghian Henning Wessels 36 26 0 06 Oct 2022
Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors Vanessa R. C. Leite Zhe Su A. Whatley Giacomo Indiveri 11 5 0 29 Aug 2022
Scalable Nanophotonic-Electronic Spiking Neural Networks Luis El Srouji Mehmet Yun-Jhu Lee Berkay On Li Zhang Fellow Ieee Fellow Optica S.J. Ben Yoo 13 6 0 28 Aug 2022
Low Power Neuromorphic EMG Gesture Classification S. S. Bezugam A. Shaban Manan Suri 8 6 0 04 Jun 2022
Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity Thomas Limbacher Ozan Özdenizci R. Legenstein 11 2 0 23 May 2022
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