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02/01/2023
A^2Q: Aggregation-Aware Quantization for Graph Neural Networks
As graph data size increases, the vast latency and memory consumption du...
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10/25/2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
Spiking Neural Networks (SNNs) have been studied over decades to incorpo...
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05/19/2021
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA
Deep convolutional neural networks have achieved remarkable progress in ...
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06/23/2020
Grasp State Assessment of Deformable Objects Using Visual-Tactile Fusion Perception
Humans can quickly determine the force required to grasp a deformable ob...
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09/24/2019