Research map / Architectures and efficiency

Spiking networks: research map

289 accepted papers on Spiking networks in Architectures and efficiency, from ICML, NeurIPS, ICLR, CVPR and AAAI (2016–2026), grouped into 2 clusters and 5 approaches. The busiest year so far is 2026.

Within Architectures and efficiency, its share held steady from 3.7% in 2023–24 to 4.4% in 2025–26 (73 → 155 papers at ICML, NeurIPS, CVPR and AAAI, the venues with data for all four years).

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Approaches and key papers

Related topics in Architectures and efficiency

• Pruning and efficient tuning (1,147)
• Attention and transformers (2,296)
• Neural architecture search (380)
• Quantization (646)
• RNNs and normalization (2,827)
• Mixture of experts (300)
• CNN design (853)