Aditya Shukla

According to our database, Aditya Shukla authored at least 11 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Custom CMOS Ising Machine Based on Relaxed Burer-Monteiro-Zhang Heuristic.

Aditya Shukla, Mikhail Erementchouk, Pinaki Mazumder

IEEE Trans. Computers, October, 2023

Self-contained relaxation-based dynamical Ising machines.

Mikhail Erementchouk, Aditya Shukla, Pinaki Mazumder

CoRR, 2023

2022

Scalable almost-linear dynamical Ising machines.

Aditya Shukla, Mikhail Erementchouk, Pinaki Mazumder

CoRR, 2022

KnowPAML: A Knowledge Enhanced Framework for Adaptable Personalized Dialogue Generation Using Meta-Learning.

Aditya Shukla, Zishan Ahmad, Asif Ekbal

Proceedings of the 19th International Conference on Natural Language Processing, 2022

2020

Linear Delay-cell Design for Low-energy Delay Multiplication and Accumulation.

Aditya Shukla

CoRR, 2020

ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data.

Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish K. Shevade, Vinod Ganapathy

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A framework for the extraction of Deep Neural Networks by leveraging public data.

Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish K. Shevade, Vinod Ganapathy

CoRR, 2019

2018

An On-Chip Trainable and the Clock-Less Spiking Neural Network With 1R Memristive Synapses.

Aditya Shukla, Udayan Ganguly

IEEE Trans. Biomed. Circuits Syst., 2018

A case for multiple and parallel RRAMs as synaptic model for training SNNs.

Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A Real-time Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses.

Aditya Shukla, Udayan Ganguly

CoRR, 2017

A software-equivalent SNN hardware using RRAM-array for asynchronous real-time learning.

Aditya Shukla, Vinay Kumar, Udayan Ganguly

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017