3 citations · 3 across the 2 of their papers we have counts for
3 papers
Dictionary Learning with Accumulator Neurons
Gavin Parpart, Carlos Gonzalez, Terrence C. Stewart +6
The Locally Competitive Algorithm (LCA) uses local competition between non-spiking leaky integrator neurons to infer sparse representations, allowing for potentially real-time exec…
Digital Signal Processing Using Deep Neural Networks
Brian Shevitski, Yijing Watkins, Nicole Man +1
Currently there is great interest in the utility of deep neural networks (DNNs) for the physical layer of radio frequency (RF) communications. In this manuscript, we describe a cus…
Image Compression: Sparse Coding vs. Bottleneck Autoencoders
Yijing Watkins, Mohammad Sayeh, Oleksandr Iaroshenko +1
Bottleneck autoencoders have been actively researched as a solution to image compression tasks. However, we observed that bottleneck autoencoders produce subjectively low quality r…