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08/11/2023
Code Transpilation for Hardware Accelerators
DSLs and hardware accelerators have proven to be very effective in optim...
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05/10/2023
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks
Driven by the wide adoption of deep neural networks (DNNs) across differ...
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02/27/2023
Full Stack Optimization of Transformer Inference: a Survey
Recent advances in state-of-the-art DNN architecture design have been mo...
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05/05/2021
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators
Recent advances in Deep Neural Networks (DNNs) have led to active develo...
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04/06/2021
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata
In this paper, a hardware-optimized approach to emotion recognition base...
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11/22/2019