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Alireza Javid
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Year
A ReLU dense layer to improve the performance of neural networks
AM Javid, S Das, M Skoglund, S Chatterjee
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
412021
Progressive learning for systematic design of large neural networks
S Chatterjee, AM Javid, M Sadeghi, PP Mitra, M Skoglund
arXiv preprint arXiv:1710.08177, 2017
332017
Predictive analysis of COVID-19 time-series data from Johns Hopkins University
AM Javid, X Liang, A Venkitaraman, S Chatterjee
arXiv preprint arXiv:2005.05060, 2020
142020
Distributed large neural network with centralized equivalence
X Liang, AM Javid, M Skoglund, S Chatterjee
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
132018
Asynchrounous decentralized learning of a neural network
X Liang, AM Javid, M Skoglund, S Chatterjee
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
112020
SSFN--Self Size-estimating Feed-forward Network with Low Complexity, Limited Need for Human Intervention, and Consistent Behaviour across Trials
S Chatterjee, AM Javid, M Sadeghi, S Kikuta, D Liu, PP Mitra, M Skoglund
arXiv preprint arXiv:1905.07111, 2019
112019
SSFN: Self size-estimating feed-forward network and low complexity design
S Chatterjee, AM Javid, SKM Sadeghi, PP Mitra, M Skoglund
arXiv preprint arXiv:1905.07111, 2019
82019
Decentralized learning of randomization-based neural networks with centralized equivalence
X Liang, AM Javid, M Skoglund, S Chatterjee
Applied Soft Computing 115, 108030, 2022
72022
A low complexity decentralized neural net with centralized equivalence using layer-wise learning
X Liang, AM Javid, M Skoglund, S Chatterjee
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
52020
Mutual information preserving analysis of a single layer feedforward network
AM Javid, S Chatterjee, M Skoglund
2018 15th International Symposium on Wireless Communication Systems (ISWCS), 1-5, 2018
52018
Use of deterministic transforms to design weight matrices of a neural network
PG Jurado, X Liang, AM Javid, S Chatterjee
2021 29th European Signal Processing Conference (EUSIPCO), 1366-1370, 2021
32021
High-dimensional neural feature using rectified linear unit and random matrix instance
AM Javid, A Venkitaraman, M Skoglund, S Chatterjee
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Learning without Forgetting for Decentralized Neural Nets with Low Communication Overhead
X Liang, AM Javid, M Skoglund, S Chatterjee
2020 28th European Signal Processing Conference (EUSIPCO), 2185-2189, 2021
22021
R3Net: random weights, rectifier linear units and robustness for artificial neural network
A Venkitaraman, AM Javid, S Chatterjee
arXiv preprint arXiv:1803.04186, 2018
22018
Analysis of network coding in a slotted ALOHA-based two-way relay network
AM Javid, M Setayesh, F Farhadi, F Ashtiani
arXiv preprint arXiv:1602.02041, 2016
22016
Neural greedy pursuit for feature selection
S Das, AM Javid, PB Gohain, YC Eldar, S Chatterjee
2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022
12022
Adaptive Learning without Forgetting via Low-Complexity Convex Networks
AM Javid, X Liang, M Skoglund, S Chatterjee
2020 28th European Signal Processing Conference (EUSIPCO), 1623-1627, 2021
12021
High-dimensional neural feature design for layer-wise reduction of training cost
AM Javid, A Venkitaraman, M Skoglund, S Chatterjee
arXiv preprint arXiv:2003.13058, 2020
12020
Use of Deterministic Transforms to Design Weight Matrices of a Neural Network
P Grau Jurado, X Liang, AM Javid, S Chatterjee
arXiv e-prints, arXiv: 2110.03515, 2021
2021
Asynchronous Decentralized Learning of Randomization-Based Neural Networks
X Liang, AM Javid, M Skoglund, S Chatterjee
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
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Articles 1–20