A Lightweight Deep Compressive Model for Large-Scale Spike Compression

Medicine & Life Sciences

• Deep Learning 100%
• Entropy 87%
• Action Potentials 65%
• Datasets 57%
• Hand 55%
• Costs and Cost Analysis 45%

Physics & Astronomy

• spikes 72%
• vector quantization 49%
• embedding 44%
• recording 34%
• compression ratio 19%
• decoders 19%
• coders 17%
• data transmission 15%
• learning 15%
• hardware 13%
• chips 11%
• costs 10%
• entropy 10%
• bandwidth 10%

Engineering & Materials Science

• Vector quantization 32%
• Signal reconstruction 18%
• Deep learning 12%
• Data communication systems 12%
• Entropy 12%
• Experiments 10%
• Bandwidth 9%
• Computer hardware 8%
• Networks (circuits) 7%
• Costs 5%