MulticoreWare

Research Publications

Oct 25 2024

Multi-Objective Design and Optimization of Hardware-Friendly Grid-Based Sparse MIMO Arrays

A design framework is proposed to optimize sparse MIMO (multiple-input, multiple-output) arrays for enhanced multi-target detection.

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Sep 27 2023 DNN-COMPACTION

Energy Efficient DNN Compaction for Edge Deployment

Deep Neural Networks (DNNs) have gained popularity in the realm of deep learning due to their learnable parameters that are essential for training and inference phases.

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Jul 7 2023 EvoPruner Pool

EvoPrunerPool from MulticoreWare – NEWK Workshop Paper 

EvoPrunerPool, an Evolutionary Pruner for Convolutional Neural Network compression, frames the process of filter pruning as a search problem to discover the optimal set of pruners from a selection of pre-existing filter pruners.

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