Debanjan Bhowmik

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Sigmoid Function

Programmable Logic

Supervised Learning

Top Venues

Neuromorph. Comput. Eng.

Quantum Inf. Process.

Publications

Nitupon Dihingia, Aniket Sadashiva, Debanjan Bhowmik, Sandip Mondal
Spin-coated ALPO-RRAM with Switching Speed < 50 ns and Nonlinearity 0.5. DRC (2024)
Ram Singh Yadav, Aniket Sadashiva, Amod Holla, Pranaba Kishor Muduli, Debanjan Bhowmik
Impact of edge defects on the synaptic characteristic of a ferromagnetic domain-wall device and on on-chip learning. Neuromorph. Comput. Eng. 3 (3) (2023)
Varun Bhavin Desai, Divya Kaushik, Janak Sharda, Debanjan Bhowmik
On-chip learning of a domain-wall-synapse-crossbar-array-based convolutional neural network. Neuromorph. Comput. Eng. 2 (2) (2022)
Siddharth Dangwal, Ritvik Sharma, Debanjan Bhowmik
Fast-QTrain: an algorithm for fast training of variational classifiers. Quantum Inf. Process. 21 (5) (2022)
Saurabh Kumar, Siddharth Dangwal, Soumik Adhikary, Debanjan Bhowmik
A Quantum Activation Function for Neural Networks: Proposal and Implementation. IJCNN (2021)
Janak Sharda, Ritvik Sharma, Debanjan Bhowmik
A Crossbar Array of Analog-Digital-Hybrid Volatile Memory Synapse Cells for Energy-Efficient On-Chip Learning. ISCAS (2021)
Neha Garg, Sri Vasudha Hemadri Bhotla, Pranaba K. Muduli, Debanjan Bhowmik
Kuramoto-model-based data classification using the synchronization dynamics of uniform-mode spin Hall nano-oscillators. Neuromorph. Comput. Eng. 1 (2) (2021)
Shikhar Tuli, Debanjan Bhowmik
Design of a Conventional-Transistor-Based Analog Integrated Circuit for On-Chip Learning in a Spiking Neural Network. ICONS (2020)
Saurabh Kumar, Siddharth Dangwal, Debanjan Bhowmik
Supervised Learning Using a Dressed Quantum Network with "Super Compressed Encoding": Algorithm and Quantum-Hardware-Based Implementation. CoRR (2020)
Janak Sharda, Nilabjo Dey, Ankesh Jain, Debanjan Bhowmik
Reduction of the Weight-Decay Rate of Volatile Memory Synapses in an Analog Hardware Neural Network for Accurate and Scalable On-Chip Learning. ICONS (2020)
Soumik Adhikary, Siddharth Dangwal, Debanjan Bhowmik
Supervised learning with a quantum classifier using multi-level systems. Quantum Inf. Process. 19 (3) (2020)
Nilabjo Dey, Janak Sharda, Utkarsh Saxena, Divya Kaushik, Utkarsh Singh, Debanjan Bhowmik
On-chip learning in a conventional silicon MOSFET based Analog Hardware Neural Network. CoRR (2019)
Divya Kaushik, Utkarsh Singh, Upasana Sahu, Indu Sreedevi, Debanjan Bhowmik
Comparing domain wall synapse with other Non Volatile Memory devices for on-chip learning in Analog Hardware Neural Network. CoRR (2019)
Nilabjo Dey, Janak Sharda, Utkarsh Saxena, Divya Kaushik, Utkarsh Singh, Debanjan Bhowmik
On-chip Learning In A Conventional Silicon MOSFET Based Analog Hardware Neural Network. BioCAS (2019)
Apoorv Dankar, Anand Verma, Utkarsh Saxena, Divya Kaushik, Shouri Chatterjee, Debanjan Bhowmik
On-chip learning for domain wall synapse based Fully Connected Neural Network. CoRR (2018)