55 citations
- BAE Systems (United States)US2 papers
- Cranfield UniversityGB1 paper
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Showing 2019Show all
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math.AT2019★ 15 cited
Path homologies of deep feedforward networks
Samir Chowdhury, Thomas Gebhart, Steve Huntsman +1
We provide a characterization of two types of directed homology for fully-connected, feedforward neural network architectures. These exact characterizations of the directed homolog…
cond-mat.mtrl-sci2019★ 55 cited
Single-Shot Multi-Stage Damage and Ablation of Silicon by Femtosecond Mid-infrared Laser Pulses
Kevin Werner, Vitaly Gruzdev, Noah Talisa +4
Although ultrafast laser materials processing has advanced at a breakneck pace over the last two decades, most applications have been developed with laser pulses at near-IR or visi…