Sotabase

Career

· Postdoctoral Researcher, Carnegie Mellon University2010–2012
· Ph.D. in Electrical and Computer Engineering, Carnegie Mellon University
· Assistant Professor, Stony Brook University
· Associate Professor, Stony Brook University

Publications (83)

Fused-layer CNN accelerators
Micro · 2016
642
cited
Maximizing CNN accelerator efficiency through resource partitioning
International Symposium on Computer Architecture · 2016
322
cited
Single-Chip Heterogeneous Computing: Does the Future Include Custom Logic, FPGAs, and GPGPUs?
Micro · 2010
291
cited
Efficient Methods for Natural Language Processing: A Survey
Transactions of the Association for Computational Linguistics · 2022
142
cited
Computer Generation of Hardware for Linear Digital Signal Processing Transforms
TODE · 2012
129
cited
Escher: A CNN Accelerator with Flexible Buffering to Minimize Off-Chip Transfer
IEEE Symposium on Field-Programmable Custom Computing Machines · 2017
106
cited
Generation of optical OFDM signals using 21.4 GS/s real time digital signal processing.
Optics Express · 2009
72
cited
Automatic generation of customized discrete Fourier transform IPs
Proceedings - Design Automation Conference · 2005
69
cited
Permuting streaming data using RAMs
JACM · 2009
58
cited
Formal datapath representation and manipulation for implementing DSP transforms
2008 45th ACM/IEEE Design Automation Conference · 2008
54
cited
Overcoming resource underutilization in spatial CNN accelerators
International Conference on Field-Programmable Logic and Applications · 2016
49
cited
Optical OFDM for the data center
International Conference on Transparent Optical Networks · 2010
48
cited
Computer generation of streaming sorting networks
DAC Design Automation Conference 2012 · 2012
46
cited
Streaming Sorting Networks
TODE · 2016
46
cited
Real-time OFDM or Nyquist pulse generation--which performs better with limited resources?
Optics Express · 2012
42
cited
"Smart" design space sampling to predict Pareto-optimal solutions
ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems · 2012
42
cited
Generating FPGA-Accelerated DFT Libraries
IEEE Symposium on Field-Programmable Custom Computing Machines · 2007
41
cited
Theoretical and experimental evaluation of clipping and quantization noise for optical OFDM.
Optics Express · 2011
40
cited
Fast and accurate resource estimation of automatically generated custom DFT IP cores
Symposium on Field Programmable Gate Arrays · 2006
28
cited
FPGA-Accelerated Samplesort for Large Data Sets
Symposium on Field Programmable Gate Arrays · 2020
26
cited
Sotabase