Design principles for lifelong learning AI accelerators

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz et al. · Proceedings of the National Academy of Sciences · 2017 · 7.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +8

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text

International Conference on Learning Representations (ICLR 2013)

豊 松尾 · 人工知能学会誌 = Journal of Japanese Society for Artificial Intelligence · 2013 · 6.3K citations

Computing, Computer Science, Artificial Intelligence +15

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

Mike Davies, Narayan Srinivasa, Tsung-Han Lin et al. · IEEE Micro · 2018 · 3.7K citations

Engineering, Computer Engineering, Computational Neuroscience +16

One-shot learning of object categories

Li Fei-Fei, Rob Fergus, Pietro Perona · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 3.1K citations

Computing, Computer Science, Computer Vision +16