74 citations · 200 across the 17 of their papers we have counts for
4 papers · 1 filter
Near-Memory Computing: Past, Present, and Future
Gagandeep Singh, Lorenzo Chelini, Stefano Corda +5
The conventional approach of moving data to the CPU for computation has become a significant performance bottleneck for emerging scale-out data-intensive applications due to their…
Platform Independent Software Analysis for Near Memory Computing
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan +2
Near-memory Computing (NMC) promises improved performance for the applications that can exploit the features of emerging memory technologies such as 3D-stacked memory. However, it…
Memory and Parallelism Analysis Using a Platform-Independent Approach
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan +2
Emerging computing architectures such as near-memory computing (NMC) promise improved performance for applications by reducing the data movement between CPU and memory. However, de…
LocalNorm: Robust Image Classification through Dynamically Regularized Normalization
Bojian Yin, Siebren Schaafsma, Henk Corporaal +2
While modern convolutional neural networks achieve outstanding accuracy on many image classification tasks, they are, compared to humans, much more sensitive to image degradation.…