no code implementations • 15 Apr 2024 • Wojciech Czaja, Jeremiah Emidih, Brandon Kolstoe, Richard G. Spencer
Hyperspectral imagery (HSI) is an established technique with an array of applications, but its use is limited due to both practical and technical issues associated with spectral devices.
1 code implementation • 18 Jan 2023 • Shashank Sule, Richard G. Spencer, Wojciech Czaja
Within the framework of deep learning we demonstrate the emergence of the singular value decomposition (SVD) of the weight matrix as a tool for interpretation of neural networks (NN) when combined with the descrambling transformation--a recently-developed technique for addressing interpretability in noisy parameter estimation neural networks \cite{amey2021neural}.
no code implementations • 14 Oct 2018 • Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. Spencer, Luigi Ferrucci, Ulas Bagci
Magnetic resonance imaging (MRI) is the non-invasive modality of choice for body tissue composition analysis due to its excellent soft tissue contrast and lack of ionizing radiation.