Digital neuromorphic chips encounter a new memory wall as on-chip memories dominate area and energy use, limiting competitiveness in edge applications without reorganized memory architectures.
Non-uniform memory partitioning for low-power spiking neural networks,
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Memory Wall is not gone: A Critical Outlook on Memory Architecture in Digital Neuromorphic Computing
Digital neuromorphic chips encounter a new memory wall as on-chip memories dominate area and energy use, limiting competitiveness in edge applications without reorganized memory architectures.