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Auditory perception architecture with spiking neural network and implementation on FPGA

  • Published:2023-08 Issue: Volume:165 Page:31-42
  • ISSN:0893-6080
  • Container-title:Neural Networks
  • language:en
  • Short-container-title:Neural Networks

Author:

Deng Bin,Fan Yanrong,Wang Jiang,Yang Shuangming

Funder

China Association for Science and Technology

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference39 articles.

1. Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip;Akopyan;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2015

2. Digital multiplier-less event-driven spiking neural network architecture for learning a context-dependent task;Asgari,2019

3. Neurogrid: A mixed-analog-digital multichip system for large-scale neural simulations;Benjamin;Proceedings of the IEEE,2014

4. The neuronal basis of predictive coding along the auditory pathway: From the subcortical roots to cortical deviance detection;Carbajal;Trends in Hearing,2018

5. Composition of deep and spiking neural networks for very low bit rate speech coding;Cernak;IEEE/ACM Transactions on Audio, Speech, and Language Processing,2016

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. FPGA-Based Spiking Neural Networks;Recent Advances in Neuromorphic Computing [Working Title];2024-08-09

2. Implementation of Multiple-Step Quantized STDP Based on Novel Memristive Synapses;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-08

3. Snn and sound: a comprehensive review of spiking neural networks in sound;Biomedical Engineering Letters;2024-07-11

4. HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks;2024 4th Interdisciplinary Conference on Electrics and Computer (INTCEC);2024-06-11

5. Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2023
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