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Siddhartha
ORCID
Publication Activity (10 Years)
Years Active: 2014-2020
Publications (10 Years): 12
Top Topics
Deep Learning
Hardware Implementation
Data Flow
Parallel Execution
Top Venues
FCCM
FPT
FPL
CASES
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Publications
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Weichong Ng
,
Guohua Wang
,
Siddhartha
,
Zhiping Lin
,
Bhaskar Jyoti Dutta
Range-Doppler Detection in Automotive Radar with Deep Learning.
IJCNN
(2020)
Siddhartha
,
Nachiket Kapre
DaCO: A High-Performance Token Dataflow Coprocessor Overlay for FPGAs.
FPT
(2018)
Gopalakrishna Hegde
,
Siddhartha
,
Nachiket Kapre
CaffePresso: Accelerating Convolutional Networks on Embedded SoCs.
ACM Trans. Embed. Comput. Syst.
17 (1) (2018)
Siddhartha
,
Nachiket Kapre
Hoplite-Q: Priority-Aware Routing in FPGA Overlay NoCs.
FCCM
(2018)
Siddhartha
,
Nachiket Kapre
eBSP: Managing NoC traffic for BSP workloads on the 16-core Adapteva Epiphany-III processor.
DATE
(2017)
Siddhartha
,
Nachiket Kapre
Out-of-Order Dataflow Scheduling for FPGA Overlays.
CoRR
(2017)
Gopalakrishna Hegde
,
Siddhartha
,
Nachiappan Ramasamy
,
Nachiket Kapre
CaffePresso: an optimized library for deep learning on embedded accelerator-based platforms.
CASES
(2016)
Nachiket Kapre
,
Siddhartha
Communication Optimization for the 16-Core Epiphany Floating-Point Processor Array.
FCCM
(2016)
Gopalakrishna Hegde
,
Siddhartha
,
Nachiappan Ramasamy
,
Vamsi Buddha
,
Nachiket Kapre
Evaluating Embedded FPGA Accelerators for Deep Learning Applications.
FCCM
(2016)
Sidharth Maheshwari
,
Gourav Modi
,
Siddhartha
,
Nachiket Kapre
Vector FPGA acceleration of 1-D DWT computations using sparse matrix skeletons.
FPL
(2016)
Nachiket Kapre
,
Han Jianglei
,
Andrew Bean
,
Pradeep Moorthy
,
Siddhartha
GraphMMU: Memory Management Unit for Sparse Graph Accelerators.
IPDPS Workshops
(2015)
Siddhartha
,
Nachiket Kapre
FPGA Acceleration of Irregular Iterative Computations using Criticality-Aware Dataflow Optimizations (Abstract Only).
FPGA
(2015)
Siddhartha
,
Nachiket Kapre
Breaking Sequential Dependencies in FPGA-Based Sparse LU Factorization.
FCCM
(2014)
Siddhartha
,
Nachiket Kapre
Fanout decomposition dataflow optimizations for FPGA-based Sparse LU factorization.
FPT
(2014)
Siddhartha
,
Nachiket Kapre
Heterogeneous dataflow architectures for FPGA-based sparse LU factorization.
FPL
(2014)