Breaking Sequential Dependencies in FPGA-Based Sparse LU Factorization. - Siddhartha 001; Nachiket Kapre (FCCM, 2014)

Heterogeneous dataflow architectures for FPGA-based sparse LU factorization. - Siddhartha 001; Nachiket Kapre (FPL, 2014)

Fanout decomposition dataflow optimizations for FPGA-based Sparse LU factorization. - Siddhartha 001; Nachiket Kapre (FPT, 2014)

FPGA Acceleration of Irregular Iterative Computations using Criticality-Aware Dataflow Optimizations (Abstract Only). - Siddhartha 001; Nachiket Kapre (FPGA, 2015)

GraphMMU: Memory Management Unit for Sparse Graph Accelerators. - Nachiket Kapre; Han Jianglei; Andrew Bean; Pradeep Moorthy; Siddhartha 001 (IPDPS Workshops, 2015)

CaffePresso: an optimized library for deep learning on embedded accelerator-based platforms. - Gopalakrishna Hegde; Siddhartha 001; Nachiappan Ramasamy; Nachiket Kapre (CASES, 2016)

Evaluating Embedded FPGA Accelerators for Deep Learning Applications. - Gopalakrishna Hegde; Siddhartha 001; Nachiappan Ramasamy; Vamsi Buddha; Nachiket Kapre (FCCM, 2016)

Communication Optimization for the 16-Core Epiphany Floating-Point Processor Array. - Nachiket Kapre; Siddhartha 001 (FCCM, 2016)

Vector FPGA acceleration of 1-D DWT computations using sparse matrix skeletons. - Sidharth Maheshwari; Gourav Modi; Siddhartha 001; Nachiket Kapre (FPL, 2016)

eBSP: Managing NoC traffic for BSP workloads on the 16-core Adapteva Epiphany-III processor. - Siddhartha 001; Nachiket Kapre (DATE, 2017)

Out-of-Order Dataflow Scheduling for FPGA Overlays. - Siddhartha 001; Nachiket Kapre (CoRR, 2017)

Hoplite-Q: Priority-Aware Routing in FPGA Overlay NoCs. - Siddhartha 001; Nachiket Kapre (FCCM, 2018)

DaCO: A High-Performance Token Dataflow Coprocessor Overlay for FPGAs. - Siddhartha 001; Nachiket Kapre (FPT, 2018)

CaffePresso: Accelerating Convolutional Networks on Embedded SoCs. - Gopalakrishna Hegde; Siddhartha 001; Nachiket Kapre (ACM Trans. Embed. Comput. Syst., 2018)

Dataflow optimized overlays for FPGAs - Siddhartha 001 (2019)

Range-Doppler Detection in Automotive Radar with Deep Learning. - Weichong Ng; Guohua Wang; Siddhartha 001; Zhiping Lin 001; Bhaskar Jyoti Dutta (IJCNN, 2020)

Demo: Enabling DNN Inference in the Network Data Plane. - Siddhartha 001; Justin Tan; Rajesh Bansal; Huang Chee Cheun; Yuta Tokusashi; Chong Yew Kwan; Haris Javaid; Mario Baldi (EuroP4@CoNEXT, 2023)