599 citations · 744 across the 8 of their papers we have counts for
8 papers
Fixed Point Quantization of Deep Convolutional Networks
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy
In recent years increasingly complex architectures for deep convolution networks (DCNs) have been proposed to boost the performance on image recognition tasks. However, the gains i…
Interference Channels with Coordinated Multi-Point Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Coordinated Multi-Point (CoMP) transmission is an infrastructural enhancement under consideration for next generation wireless networks. In this work, the capacity gain achieved th…
On Optimal Message Assignments for Interference Channels with CoMP Transmission
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
The degrees of freedom (DoF) number of the fully connected K-user Gaussian interference channel is known to be K/2. In [1], the DoF for the same channel model was studied while all…
Degrees of Freedom of Interference Channels with CoMP Transmission and Reception
V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
We study the Degrees of Freedom (DoF) of the K-user interference channel with coordinated multi-point (CoMP) transmission and reception. Each message is jointly transmitted by M_t…
Degrees of Freedom (DoF) of Locally Connected Interference Channels with Coordinated Multi-Point (CoMP) Transmission
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
The degrees of freedom (DoF) available for communication provides an analytically tractable way to characterize the information-theoretic capacity of interference channels. In this…
Sum Capacity of MIMO Interference Channels in the Low Interference Regime
V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Using Gaussian inputs and treating interference as noise at the receivers has recently been shown to be sum capacity achieving for the two-user single-input single-output (SISO) Ga…
Gaussian Interference Networks: Sum Capacity in the Low Interference Regime and New Outer Bounds on the Capacity Region
V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Establishing the capacity region of a Gaussian interference network is an open problem in information theory. Recent progress on this problem has led to the characterization of the…
Sum Capacity of the Gaussian Interference Channel in the Low Interference Regime
V. Sreekanth Annapureddy, Venugopal V. Veeravalli
New upper bounds on the sum capacity of the two-user Gaussian interference channel are derived. Using these bounds, it is shown that treating interference as noise achieves the sum…