7 citations · 7 across the 1 of their papers we have counts for
3 papers
cs.LG2020
BCNN: A Binary CNN with All Matrix Ops Quantized to 1 Bit Precision
Arthur J. Redfern, Lijun Zhu, Molly K. Newquist
This paper describes a CNN where all CNN style 2D convolution operations that lower to matrix matrix multiplication are fully binary. The network is derived from a common building…
cs.IT2014★ 7 cited
Using Delta-Sigma Modulators in Visible Light OFDM Systems
Zhenhua Yu, Arthur J. Redfern, G. Tong Zhou
Visible light communications (VLC) are motivated by the radio-frequency (RF) spectrum crunch and fast-growing solid-state lighting technology. VLC relies on white light emitting di…
cs.IT2013
Quantization Noise Shaping for Information Maximizing ADCs
Arthur J. Redfern, Kun Shi
ADCs sit at the interface of the analog and digital worlds and fundamentally determine what information is available in the digital domain for processing. This paper shows that a c…