Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax those constraints by developing representations for DNNs that use dropout and nonbinary weights.
Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax some of those constraints by developing representations for DNNs that use dropout and nonbinary weights.
Summer project studying mathematical representations of Deep Neural Networks (DNNs). In 2018, Kepner et al. studied such representations using Associative Array Algebra on a restricted class of DNNs. I hope to relax those constraints by developing representations for DNNs that use dropout and nonbinary weights.