 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN TrainingAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Language Modeling on a SpiNNaker 2 Neuromorphic ChipInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2023 |
 Efficient Video and Audio processing with Loihi 2IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 ResQ: Residual Quantization for Video PerceptionIEEE International Conference on Computer Vision (ICCV), 2023 |
 Open the box of digital neuromorphic processor: Towards effective
algorithm-hardware co-designInternational Symposium on Circuits and Systems (ISCAS), 2023 |
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 Skip-Convolutions for Efficient Video ProcessingComputer Vision and Pattern Recognition (CVPR), 2021 |
 Data-Driven Neuromorphic DRAM-based CNN and RNN AcceleratorsAsilomar Conference on Signals, Systems and Computers (ACSSC), 2019 |
 EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference
and Training AcceleratorsIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JESTCAS), 2019 |
 Temporally Efficient Deep Learning with SpikesInternational Conference on Learning Representations (ICLR), 2017 |
 Delta Networks for Optimized Recurrent Network ComputationInternational Conference on Machine Learning (ICML), 2016 |
