Utkarsh Saxena

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Fully Connected

Decision Tree Algorithm

Spiking Neural Networks

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Shubham Negi, Utkarsh Saxena, Deepika Sharma, Kaushik Roy
HCiM: ADC-Less Hybrid Analog-Digital Compute in Memory Accelerator for Deep Learning Workloads. CoRR (2024)
Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy
Hardware/Software Co-Design With ADC-Less In-Memory Computing Hardware for Spiking Neural Networks. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Utkarsh Saxena, Kaushik Roy
Partial-Sum Quantization for Near ADC-Less Compute-In-Memory Accelerators. ISLPED (2023)
Utkarsh Saxena, Kaushik Roy
McQueen: Mixed Precision Quantization of Early Exit Networks. BMVC (2023)
Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks. CoRR (2022)
Utkarsh Saxena, Indranil Chakraborty, Kaushik Roy
Towards ADC-Less Compute-In-Memory Accelerators for Energy Efficient Deep Learning. DATE (2022)
Mustafa Fayez Ali, Sourjya Roy, Utkarsh Saxena, Tanvi Sharma, Anand Raghunathan, Kaushik Roy
Compute-in-Memory Technologies and Architectures for Deep Learning Workloads. IEEE Trans. Very Large Scale Integr. Syst. 30 (11) (2022)
Amogh Agrawal, Deboleena Roy, Utkarsh Saxena, Kaushik Roy
Embracing Stochasticity to Enable Neuromorphic Computing at the Edge. IEEE Des. Test 38 (6) (2021)
Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Utkarsh Saxena, Saima Sharmin, Minsuk Koo, Yong Shim, Gopalakrishnan Srinivasan, Chamika M. Liyanagedera, Abhronil Sengupta, Kaushik Roy
Revisiting Stochastic Computing in the Era of Nanoscale Nonvolatile Technologies. IEEE Trans. Very Large Scale Integr. Syst. 28 (12) (2020)
Utkarsh Saxena, Soumen Moulik, Diptendu Sinha Roy
Prediction of Syncope based on Physiological Data Analysis using Decision Tree Algorithm. ICCE-TW (2020)
Utkarsh Saxena, J. S. Sodhi, Rajneesh Tanwar
Augmenting smart home network security using blockchain technology. Int. J. Electron. Secur. Digit. Forensics 12 (1) (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)
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)