Synchoricity and NOCs could make billion gate custom hardware centric SOCs affordable

A Hemani, SMAH Jafri, S Masoumian - Proceedings of the Eleventh …, 2017 - dl.acm.org
In this paper, we present a novel synchoros VLSI design scheme that discretizes space
uniformly. Synchoros derives from the Greek word chóros for space. We propose raising the …

Mocha: Morphable locality and compression aware architecture for convolutional neural networks

SMAH Jafri, A Hemani, K Paul… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Today, machine learning based on neural networks has become mainstream, in many
application domains. A small subset of machine learning algorithms, called Convolutional …

Silago-cog: Coarse-grained grid-based design for near tape-out power estimation accuracy at high level

SMAH Jafri, N Farahini… - 2017 IEEE computer …, 2017 - ieeexplore.ieee.org
It is well known that ASICs have orders of magnitude higher power efficiency than general
propose processors. However, due to the high engineering and manufacturing cost only …

RiBoSOM: Rapid bacterial genome identification using self-organizing map implemented on the synchoros SiLago platform

Y Yang, D Stathis, P Sharma, K Paul… - Proceedings of the 18th …, 2018 - dl.acm.org
Artificial Neural Networks have been applied to many traditional machine learning
applications in image and speech processing. More recently, ANNs have caught attention of …

Neurocgra: A cgra with support for neural networks

SMAH Jafri, TN Gia, S Dytckov… - … Conference on High …, 2014 - ieeexplore.ieee.org
Today, Coarse Grained Reconfigurable Architectures (CGRAs) are becoming an
increasingly popular implementation platform. In real world applications, the CGRAs are …

Transmap: Transformation based remap** and parallelism for high utilization and energy efficiency in cgras

SMAH Jafri, M Daneshtalab, N Abbas… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
In the era of platforms hosting multiple applications with arbitrary inter application
communication and computation patterns, compile time map** decisions are neither …

Parallel distributed scalable runtime address generation scheme for a coarse grain reconfigurable computation and storage fabric

N Farahini, A Hemani, H Sohofi, SMAH Jafri… - Microprocessors and …, 2014 - Elsevier
This paper presents a hardware based solution for a scalable runtime address generation
scheme for DSP applications mapped to a parallel distributed coarse grain reconfigurable …

Mobile VoIP user experience in LTE

K Andersson, SAM Mostafa… - 2011 IEEE 36th …, 2011 - ieeexplore.ieee.org
3GPP Long-term Evolution (LTE) systems being deployed are fast gaining market shares.
High data rates (approaching 100 Mbit/s in the downlink direction and 50 Mbit/s for uplink …

Objects that agree on task frequency in the IoT: A lifetime-oriented consensus based approach

G Colistra, V Pilloni, L Atzori - … IEEE World Forum on Internet of …, 2014 - ieeexplore.ieee.org
Some key features of the end-systems impact on the way communications happen within the
IoT: available objects' resources are limited, different objects may provide the same …

HRM: H-tree based reconfiguration mechanism in reconfigurable homogeneous PE array

J Deng, L Jiang, Y Zhu, X **e, X Liu, F He… - Journal of …, 2020 - iopscience.iop.org
In order to accommodate the variety of algorithms with different performance in specific
application and improve power efficiency, reconfigurable architecture has become an …