Partha Maji
Partha Maji
Research Engineer - Computer Architecture and Machine Learning
Verified email at cl.cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
On the Reduction of Computational Complexity of Deep Convolutional Neural Networks
P Maji, R Mullins
Entropy, 2018
272018
An analytical performance model for the Spidergon NoC with virtual channels
M Moadeli, A Shahrabi, W Vanderbauwhede, P Maji
Journal of Systems Architecture 56 (1), 16-26, 2010
222010
Efficient winograd or cook-toom convolution kernel implementation on widely used mobile cpus
P Maji, A Mundy, G Dasika, J Beu, M Mattina, R Mullins
2019 2nd Workshop on Energy Efficient Machine Learning and Cognitive …, 2019
172019
Apparatus and method for providing a bidirectional communications link between a master device and a slave device
P MAJI, SR Mellor, ARM Limited
US Patent App. 13/439,171, 2012
16*2012
Quarc: A High-Efficiency network on-Chip architecture
M Moadeli, P Maji, W Vanderbauwhede
Advanced Information Networking and Applications, 2009. AINA'09 …, 2009
162009
ADaPT: optimizing CNN inference on IoT and mobile devices using approximately separable 1-D kernels
P Maji, D Bates, A Chadwick, R Mullins
Proceedings of the 1st International Conference on Internet of Things and …, 2017
92017
Data packet flow control across an asynchronous clock domain boundary
P MAJI, SR Mellor, ARM Limited
US Patent 8,630,358, 2014
92014
1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation
P Maji, R Mullins
International Conference on Artificial Neural Networks, 21-29, 2017
62017
Design and implementation of the Quarc Network on-Chip
M Moadeli, PP Maji, W Vanderbauwhede
Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International …, 2009
62009
Design and implementation of the Quarc Network on-Chip
P Maji, M Moadeli, W Vanderbauwhede
Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International …, 2009
6*2009
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
T Azevedo, R de Jong, M Mattina, P Maji
arXiv preprint arXiv:2009.02967, 2020
52020
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs
L Qendro, S Ha, R de Jong, P Maji
arXiv preprint arXiv:2105.06512, 2021
12021
On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks
M Ferianc, P Maji, M Mattina, M Rodrigues
arXiv preprint arXiv:2102.11062, 2021
2021
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification
SA Tailor, R de Jong, T Azevedo, M Mattina, P Maji
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
2021
DEff-ARTS: Differentiable Efficient ARchiTecture Search
S Sadiq, P Maji, J Hare, G Merrett
2020
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Articles 1–15