67 citations · 208 across the 23 of their papers we have counts for
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Selective Feature Re-Encoded Quantum Convolutional Neural Network with Joint Optimization for Image Classification
Shaswata Mahernob Sarkar, Sheikh Iftekhar Ahmed, Jishnu Mahmud +2
Quantum Machine Learning (QML) has seen significant advancements, driven by recent improvements in Noisy Intermediate-Scale Quantum (NISQ) devices. Leveraging quantum principles su…
Patch-Based End-to-End Quantum Learning Network for Reduction and Classification of Classical Data
Jishnu Mahmud, Shaikh Anowarul Fattah
In the noisy intermediate scale quantum (NISQ) era, the control over the qubits is limited due to the errors caused by quantum decoherence, crosstalk, and imperfect calibration. He…
Quantum Convolutional Neural Networks with Interaction Layers for Classification of Classical Data
Jishnu Mahmud, Raisa Mashtura, Shaikh Anowarul Fattah +1
Quantum Machine Learning (QML) has come into the limelight due to the exceptional computational abilities of quantum computers. With the promises of near error-free quantum compute…