Skand Hurkat
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Type
Conference paper
Date
2019
2015
2014
VIP: A Versatile Inference Processor
We present Versatile Inference Processor (VIP), a highly programmable architecture for machine learning inference. VIP consists of 128 …
Skand Hurkat
,
José F. Martínez
PDF
DOI
Fast hierarchical implementation of sequential tree-reweighted belief propagation for probabilistic inference
Maximum a posteriori probability (MAP) inference on Markov random fields (MRF) is the basis of many computer vision applications. …
Skand Hurkat
,
Jungwook Choi
,
Eriko Nurvitadhi
,
José F. Martínez
,
Rob A. Rutenbar
PDF
DOI
GraphGen: An FPGA framework for vertex-centric graph computation
Vertex-centric graph computations are widely used in many machine learning and data mining applications that operate on graph data …
Eriko Nurvitadhi
,
Gabriel Weisz
,
Yu Wang
,
Skand Hurkat
,
Marie Nguyen
,
James C. Hoe
,
José F. Martínez
,
Carlos Guestrin
PDF
DOI