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Shreyas Deshmukh
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Design Space
Feedforward Artificial Neural Networks
Memory Access
Mixed Signal
Top Venues
AICAS
ISCAS
Neural Networks
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Publications
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Shreyas Deshmukh
,
Shubham Patil
,
Anmol Biswas
,
Vivek Saraswat
,
Abhishek Kadam
,
Ajay Kumar Singh
,
Laxmeesha Somappa
,
Maryam Shojaei Baghini
,
Udayan Ganguly
Resistive Processing Unit-based On-chip ANN Training with Digital Memory.
AICAS
(2024)
Shreyas Deshmukh
,
Vivek Saraswat
,
Venkatesh Gopinath
,
Rajesh Nair
,
Laxmeesha Somappa
,
Maryam Shojaei Baghini
,
Udayan Ganguly
ANN Inference enabled by Variability Mitigation using 2T-1R Bit Cell-based Design Space Analysis.
ISCAS
(2023)
Raghav Singhal
,
Vivek Saraswat
,
Shreyas Deshmukh
,
Sreenivas Subramoney
,
Laxmeesha Somappa
,
Maryam Shojaei Baghini
,
Udayan Ganguly
Enhanced regularization for on-chip training using analog and temporary memory weights.
Neural Networks
165 (2023)