Application based Evaluation of an Efficient Spike-Encoder, "Spiketrum"

arXiv:2405.15927 · eess.SP, cs.NE, cs.SY, eess.SY · Submitted 2024-05-24 · Read on arXiv

eess.SP, cs.NE, cs.SY, eess.SY

Submitted: 2024-05-24

Updated: 2026-10-11

Terminology

• Accuracy — 2× in this paper · explained in 1 episode
• Benchmarking — 2× in this paper · explained in 4 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

Sources

• Neuromorphic Auditory Perception by Neural Spiketrum
• Spiketrum: An FPGA-based Implementation of a Neuromorphic Cochlea
• TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
• Adam: A Method for Stochastic Optimization

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