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Efficient acceleration of deep learning inference on resource-constrained edge devices: A review
Successful integration of deep neural networks (DNNs) or deep learning (DL) has resulted
in breakthroughs in many areas. However, deploying these highly accurate models for data …
in breakthroughs in many areas. However, deploying these highly accurate models for data …
Model compression and hardware acceleration for neural networks: A comprehensive survey
L Deng, G Li, S Han, L Shi, Y ** for ReRAM-based accelerator
Emergent ReRAM-based accelerators support in-memory computation to accelerate deep
neural network (DNN) inference. Weight matrix pruning of DNNs is a widely used technique …
neural network (DNN) inference. Weight matrix pruning of DNNs is a widely used technique …