Behnaam Aazhang

ORCID

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 66

Top Venues

ACSSC

CoRR

IEEE Trans. Wirel. Commun.

ICASSP

Publications

Dorsa EPMoghaddam, Ananya Muguli, Mehdi Razavi, Behnaam Aazhang
A graph-based cardiac arrhythmia classification methodology using one-lead ECG recordings. Intell. Syst. Appl. 22 (2024)
Fatima Ahsan, Aravind C. Govindaraju, Robert M. Raphael, Taiyun Chi, Sameer A. Sheth, Wayne K. Goodman, Behnaam Aazhang
Biophysics of amplitude-modulated giga-hertz electromagnetic waves stimulation. ACSSC (2023)
Dorsa EPMoghaddam, Anton Banta, Allison Post, Mehdi Razavi, Behnaam Aazhang
A Novel Method for 12-Lead ECG Reconstruction. ACSSC (2023)
Dorsa EPMoghaddam, Ananya Muguli, Behnaam Aazhang
A Novel Cardiac Arrhythmia Classification Method Using Visibility Graphs and Graph Convolutional Network. ACSSC (2023)
Jennifer Hellar, Romain Cosentino, Mathews M. John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
Manifold Approximating Graph Interpolation of Cardiac Local Activation Time. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Yang Zhao, Yongan Zhang, Yonggan Fu, Xu Ouyang, Cheng Wan, Shang Wu, Anton Banta, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
e-G2C: A 0.14-to-8.31 μJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM. CoRR (2022)
Yang Zhao, Yongan Zhang, Yonggan Fu, Xu Ouyang, Cheng Wan, Shang Wu, Anton Banta, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
e-G2C: A 0.14-to-8.31 µJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM. VLSI Technology and Circuits (2022)
Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
Spatial Transformer K-Means. CoRR (2022)
Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
Spatial Transformer K-Means. IEEECONF (2022)
Yongan Zhang, Anton Banta, Yonggan Fu, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Shi Su, Wai-Tian Tan, Xiaoqing Zhu, Rob Liston, Herb Wildfeuer, Behnaam Aazhang
Motion-Aware Optimizations for Downlink MU-MIMO in 802.11ax Networks. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Radwa Sultan, Karim G. Seddik, Zhu Han, Behnaam Aazhang
Joint Transmitter-Receiver Optimization and Self-Interference Suppression in Full-Duplex MIMO Systems. IEEE Trans. Veh. Technol. 70 (7) (2021)
Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
Deep Autoencoders: From Understanding to Generalization Guarantees. MSML (2021)
Anton Banta, Romain Cosentino, Mathews John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa. Artif. Intell. Medicine 118 (2021)
Yongan Zhang, Anton Banta, Yonggan Fu, Mathews M. John, Allison Post, Mehdi Razavi, Joseph R. Cavallaro, Behnaam Aazhang, Yingyan Lin
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms. CoRR (2021)
Shi Su, Wai-Tian Tan, Xiaoqing Zhu, Rob Liston, Behnaam Aazhang
Data-Driven Mode and Group Selection for Downlink MU-MIMO With Implementation in Commodity 802.11ac Network. IEEE Trans. Commun. 69 (3) (2021)
Jennifer Hellar, Romain Cosentino, Mathews M. John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
Graph-Based Interpolation of Local Activation Time on the Cardiac Surface. ACSCC (2021)
Boqiang Fan, Wayne K. Goodman, Raymond Y. Cho, Sameer A. Sheth, Richard R. Bouchard, Behnaam Aazhang
Beamforming Design for High-Resolution Low-Intensity Focused Ultrasound Neuromodulation. ICASSP (2020)
Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
Universal Frame Thresholding. IEEE Signal Process. Lett. 27 (2020)
Fatima Ahsan, Taiyun Chi, Raymond Y. Cho, Sameer Anil Sheth, Wayne K. Goodman, Behnaam Aazhang
Non-invasive Deep Brain Stimulation using Electromagnetic Waves. ACSSC (2020)
Romain Cosentino, Behnaam Aazhang
Learnable Group Transform For Time-Series. ICML (2020)
Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
Provable Finite Data Generalization with Group Autoencoder. CoRR (2020)
Sudha Yellapantula, Colin Noe, Simon Fischer-Baum, Behnaam Aazhang
Time-varying graph analysis comparing speech perception in healthy and aphasic brains. ACSSC (2020)
Shuqiao Jia, Behnaam Aazhang
Reversing the Curse of Densification in mmWave Networks Through Spatial Multiplexing. CoRR (2020)
Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
Interpretable Image Clustering via Diffeomorphism-Aware K-Means. CoRR (2020)
Shuqiao Jia, Behnaam Aazhang
Impact of Spatial Multiplexing on Throughput of Ultra-Dense mmWave AP Network. CoRR (2020)
Randall Balestriero, Romain Cosentino, Behnaam Aazhang, Richard G. Baraniuk
The Geometry of Deep Networks: Power Diagram Subdivision. NeurIPS (2019)
Negar Erfanian Taghvayi, Behnaam Aazhang
Application of Embedded Dynamic Mode Decomposition on Epileptic Data for Seizure Prediction. ACSSC (2019)
Boqiang Fan, S. Amir Hosseini, Poornima Krishnakumar, Chris T. K. Ng, Behnaam Aazhang
A 5G Framework for User Distribution Aided Beamforming and Iterative Traffic Sensing. ICC (2019)
Yonathan Murin, Andrea Goldsmith, Behnaam Aazhang
Estimating the Memory Order of Electrocorticography Recordings. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Randall Balestriero, Romain Cosentino, Behnaam Aazhang, Richard G. Baraniuk
The Geometry of Deep Networks: Power Diagram Subdivision. CoRR (2019)
Rakesh Malladi, Don H. Johnson, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Mutual Information in Frequency and Its Application to Measure Cross-Frequency Coupling in Epilepsy. IEEE Trans. Signal Process. 66 (11) (2018)
Yujun Chen, Yoseph Maguire, Cody Tapscott, Chris Chivetta, Yixin Chen, Behnaam Aazhang, Joseph R. Cavallaro, Mehdi Razavi
An Energy Harvesting Wireless Leadless Multisite Pacemaker Prototype. ACSSC (2018)
David Ramírez, Behnaam Aazhang
Optimal Wireless Service Within Average Delay. IEEE Trans. Wirel. Commun. 17 (8) (2018)
Boqiang Fan, David Ramírez, Lei Huang, Yi Wang, Behnaam Aazhang
A Cross-Tier Scheduling Scheme for Multi-Tier Millimeter Wave Wireless Networks. IEEE Trans. Wirel. Commun. 17 (8) (2018)
Sepideh Nouri, Behnaam Aazhang, Mehdi Razavi, Joseph R. Cavallaro
A low-power digital ASIC for detecting heart-rate and missing beat. ACSSC (2017)
Rakesh Malladi, Don H. Johnson, Behnaam Aazhang
Data-Driven Estimation Of Mutual Information Between Dependent Data. CoRR (2017)
Sarah Hooper, Erik Biegert, Marissa Levy, Justin Pensock, Luke van der Spoel, Xiaoran Zhang, Tianyi Zhang, Nitin Tandon, Behnaam Aazhang
On developing an FPGA based system for real time seizure prediction. ACSSC (2017)
Radwa Sultan, Karim G. Seddik, Zhu Han, Behnaam Aazhang
Asymptotic Behavior Analysis and Performance Optimization in Full Duplex Massive MIMO. GLOBECOM (2017)
Yamin Arefeen, Philip Taffet, Daniel Zdeblick, Jorge Quintero, Greg Harper, Behnaam Aazhang, Joseph R. Cavallaro, Mehdi Razavi
Real-time, data-driven system to learn parameters for multisite pacemaker beat detection. ACSSC (2017)
Rakesh Malladi, Don H. Johnson, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Data-driven estimation of mutual information using frequency domain and its application to epilepsy. ACSSC (2017)
Rakesh Malladi, Don H. Johnson, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Mutual Information in Frequency and its Application to Measure Cross-Frequency Coupling in Epilepsy. CoRR (2017)
David Ramírez, Lei Huang, Yi Wang, Behnaam Aazhang
On Opportunistic mmWave Networks With Blockage. IEEE J. Sel. Areas Commun. 35 (9) (2017)
Corina I. Ionita, Bobak Nazer, Chen Feng, Behnaam Aazhang
An experimental study on the robustness of integer-forcing linear receivers. ICC (2017)
Danilo Silva, Gabriel Fernando Pivaro, Gustavo Fraidenraich, Behnaam Aazhang
On Integer-Forcing Precoding for the Gaussian MIMO Broadcast Channel. IEEE Trans. Wirel. Commun. 16 (7) (2017)
Shuqiao Jia, Behnaam Aazhang
Signaling Design of Two-Way MIMO Full-Duplex Channel: Optimality Under Imperfect Transmit Front-End Chain. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Shuqiao Jia, David Ramírez, Lei Huang, Yi Wang, Behnaam Aazhang
On the impact of blockage on the throughput of multi-tier millimeter-wave networks. ACSSC (2016)
Nuwan S. Ferdinand, Brian M. Kurkoski, Matthew S. Nokleby, Behnaam Aazhang
Low-Dimensional Shaping for High-Dimensional Lattice Codes. IEEE Trans. Wirel. Commun. 15 (11) (2016)
Rakesh Malladi, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Identifying Seizure Onset Zone From the Causal Connectivity Inferred Using Directed Information. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Zhiting Cai, Curtis L. Neveu, John H. Byrne, Behnaam Aazhang
On inferring functional connectivity with directed information in neuronal networks. ACSSC (2016)
David Ramirez Dominguez, Lei Huang, Yi Wang, Behnaam Aazhang
Optimal opportunistic transmissions over directional mm wave channels. PIMRC (2016)
Nuwan S. Ferdinand, Matthew S. Nokleby, Behnaam Aazhang
Voronoi constellations for high-dimensional lattice codes. ISIT (2016)
Matthew S. Nokleby, Behnaam Aazhang
Cooperative Compute-and-Forward. IEEE Trans. Wirel. Commun. 15 (1) (2016)
Danilo Silva, Gabriel Fernando Pivaro, Gustavo Fraidenraich, Behnaam Aazhang
On Integer-Forcing Precoding for the Gaussian MIMO Broadcast Channel. CoRR (2016)
Nuwan S. Ferdinand, Brian M. Kurkoski, Matthew S. Nokleby, Behnaam Aazhang
Low-Dimensional Shaping for High-Dimensional Lattice Codes. CoRR (2016)
Romain Cosentino, Randall Balestriero, Behnaam Aazhang
Best basis selection using sparsity driven multi-family wavelet transform. GlobalSIP (2016)
David Ramirez Dominguez, Behnaam Aazhang
Service Centric Scheduling with Strict Deadlines. GLOBECOM (2015)
David Ramirez Dominguez, Behnaam Aazhang
Scheduling for compute and forward networks. ACSSC (2015)
Shuqiao Jia, Behnaam Aazhang
Optimal signaling of MISO full-duplex two-way wireless channel. ICC (2015)
Rakesh Malladi, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information. CoRR (2015)
Nuwan S. Ferdinand, Matthew S. Nokleby, Behnaam Aazhang
Low-Density Lattice Codes for Full-Duplex Relay Channels. IEEE Trans. Wirel. Commun. 14 (4) (2015)
Kalle Lähetkangas, Marian Codreanu, Behnaam Aazhang
Route Discovery Protocol for Energy Efficient Networks With MIMO Links. IEEE J. Sel. Areas Commun. 33 (12) (2015)
Shuqiao Jia, Behnaam Aazhang
Signaling Design of Two-Way MIMO Full-Duplex Channel: Optimality Under Imperfect Transmit Front-End Chain. CoRR (2015)
Shuqiao Jia, Behnaam Aazhang
Optimal Signaling of MISO Full-Duplex Two-Way Wireless Channel. CoRR (2015)
Rakesh Malladi, Giridhar P. Kalamangalam, Nitin Tandon, Behnaam Aazhang
Inferring causal connectivity in epileptogenic zone using directed information. ICASSP (2015)
Samantha R. Summerson, Behnaam Aazhang, Caleb Kemere
Investigating irregularly patterned deep brain stimulation signal design using biophysical models. Frontiers Comput. Neurosci. 9 (2015)
Nuwan S. Ferdinand, Brian M. Kurkoski, Behnaam Aazhang, Matti Latva-aho
Shaping low-density lattice codes using Voronoi integers. ITW (2014)
Corina I. Ionita, Jorma Lilleberg, Behnaam Aazhang
Detectors for Estimate-and-Forward Wireless Relay Networks. IEEE Trans. Wirel. Commun. 13 (11) (2014)
Nuwan S. Ferdinand, Matthew S. Nokleby, Brian M. Kurkoski, Behnaam Aazhang
MMSE scaling enhances performance in practical lattice codes. ACSSC (2014)
Samantha R. Summerson, Charlie Grealish, Behnaam Aazhang, Caleb Kemere
Randomized stimulation signal design to create partial informational lesions in parkinsonian neuronal networks. ICASSP (2014)
Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang
Toward Resource-Optimal Consensus Over the Wireless Medium. IEEE J. Sel. Top. Signal Process. 7 (2) (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
Analog Baseband Cancellation for Full-Duplex: An Experiment Driven Analysis. CoRR (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
Spectrum Sharing Scheme Between Cellular Users and Ad-hoc Device-to-Device Users. IEEE Trans. Wirel. Commun. 12 (3) (2013)
David Ramirez Dominguez, Behnaam Aazhang
Optimal Routing and Power Allocation for Wireless Networks with Imperfect Full-Duplex Nodes. IEEE Trans. Wirel. Commun. 12 (9) (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
An analog baseband approach for designing full-duplex radios. ACSSC (2013)
David Ramirez Dominguez, Behnaam Aazhang
Optimal routing and power allocation for wireless networks with imperfect full-duplex nodes. ICC (2013)
Nuwan S. Ferdinand, Matthew S. Nokleby, Behnaam Aazhang
Low density lattice codes for the relay channel. ICC (2013)
Kalle Lähetkangas, Marian Codreanu, Behnaam Aazhang
Energy efficient power allocation for MIMO multihop networks. ISIT (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
Spectrum Sharing Scheme Between Cellular Users and Ad-hoc Device-to-Device Users CoRR (2013)
Qiang Xue, Anna Pantelidou, Behnaam Aazhang
Diversity-multiplexing tradeoff analysis of MIMO relay networks with full-duplex relays. ACSSC (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
An Analog Baseband Approach for Designing Full-Duplex Radios. CoRR (2013)
Brett Kaufman, Jorma Lilleberg, Behnaam Aazhang
Femtocell Architectures with Spectrum Sharing for Cellular Radio Networks CoRR (2013)
Rakesh Malladi, Giridhar P. Kalamangalam, Behnaam Aazhang
Online Bayesian change point detection algorithms for segmentation of epileptic activity. ACSSC (2013)
Samantha R. Summerson, Caleb T. Kemere, Behnaam Aazhang
Current amplitude-dependent modulation of rotational behavior with GPi stimulation in the rodent model of Parkinson's Disease. EMBC (2013)
Zolfa Zeinalpour-Yazdi, Masoumeh Nasiri-Kenari, Behnaam Aazhang
Performance of UWB Linked Relay Network with Time-Reversed Transmission in the Presence of Channel Estimation Error. IEEE Trans. Wirel. Commun. 11 (8) (2012)
Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang
Toward resource-optimal averaging consensus over the wireless medium. ACSCC (2012)
Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang
Hierarchical averaging over wireless sensor networks. ICASSP (2012)
Matthew S. Nokleby, Bobak Nazer, Behnaam Aazhang, Natasha Devroye
Relays that cooperate to compute. ISWCS (2012)
Matthew S. Nokleby, Behnaam Aazhang
Cooperative Compute-and-Forward CoRR (2012)
Matthew S. Nokleby, Bobak Nazer, Behnaam Aazhang
Relay computation: Managing interference with structure and cooperation. Allerton Conference (2012)
Gareth Middleton, Behnaam Aazhang, Jorma Lilleberg
A Flexible Framework for Polynomial-Time Resource Allocation in Streaming Multiflow Wireless Networks. IEEE Trans. Wirel. Commun. 11 (3) (2012)
Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang
Toward Resource-Optimal Consensus over the Wireless Medium CoRR (2012)
Matthew S. Nokleby, Behnaam Aazhang
Unchaining from the channel: Cooperative computation over multiple-access channels. ITW (2011)
Matthew S. Nokleby, Behnaam Aazhang
Cooperative computation in wireless networks. ISIT (2011)
Arnab Chakrabarti, Ashutosh Sabharwal, Behnaam Aazhang
Practical Quantizer Design for Half-Duplex Estimate-and-Forward Relaying. IEEE Trans. Commun. 59 (1) (2011)
Zolfa Zeinalpour-Yazdi, Masoumeh Nasiri-Kenari, Behnaam Aazhang
Performance evaluation of a relay network with UWB links exploiting time-reversal technique. ICUMT (2011)
Qiang Xue, Anna Pantelidou, Matti Latva-aho, Behnaam Aazhang
Optimal Relay Selection for Energy-Efficient Multicast. Wirel. Pers. Commun. 59 (3) (2011)
Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang
Gossiping in groups: Distributed averaging over the wireless medium. Allerton (2011)
Matthew S. Nokleby, Behnaam Aazhang
Lattice Coding over the Relay Channel. ICC (2011)
Matthew S. Nokleby, Behnaam Aazhang
User Cooperation for Energy-Efficient Cellular Communications. ICC (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Behnaam Aazhang