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CAD Flow for Hotspot Management in FPGAs
(2017-08)
Field Programmable Gate Arrays (FPGAs) are used not only for rapid prototyping but also for implementing very high-performance computing engines. Advancements in big data, machine learning, and neural network are increasing ...
Hardware Implementation of Real-Time Beat Detection and Classification Algorithm for Automated ECG Analysis
(2018-08)
The epidemics of diabetes and obesity, along with unhealthy and stressful lifestyles, have highly
contributed to the increased number of patients with heart failure in recent times. As the saying
goes, “Prevention is ...
Design Space Exploration Using Heuristic Algorithms
(2018-08)
In the field of High Performance Computing, Field Programmable Gate Arrays are growing
exponentially. The use of the High Level Synthesis Tools has resulted in an increase in the
applications which are intensive in ...
Efficient Hardware Acceleration on SoC-FPGA using OpenCL
(2017-12)
Field Programmable Gate Arrays (FPGAs) are taking over the conventional processors in the field of High Performance computing. With the advent of FPGA architectures and High level synthesis tools, FPGAs can now be easily ...
Thermal Management Techniques for Field Programmable Gate Arrays
(2017-12)
Thermal aware design methodologies are gaining increased attention in the age of high performance computing. The emergence of three dimensional integration has opened up a world of possibilities in the realm of high density ...
FPGA System Design of a Cochlear Research Platform to Support Bimodal (EAS) and Variable Rate Electric Stimulation
(2017-11-30)
The extensive research and continuous improvements in sound processing strategies play a significant role in the advancement of cochlear implants and hearing aid technologies. Cochlear implants are characterized by different ...
FPGA Based KNN Search Engine
(2017-05)
Today's processing applications, such as machine learning and text mining, are becoming more complex and process large amounts of data. Computational demands imposed by such applications are not easily met by traditional ...
FPGA Implementation of Reduced Precision Convolutional Neural Networks
(2018-08)
With the improvement in processing systems, machine learning applications are finding
widespread use in almost all sectors of technology. Image recognition is one application of
machine learning which has become widely ...
Automating FPGA-based Hardware Acceleration
(2018-12)
In the field of field programmable gate array (FPGA), High-level synthesis (HLS) has shown to
be a valid contender to traditional RT-Level based VLSI design based on low-level hardware
Description Languages (HDLs) such ...
Towards Robust Approximate Computing
(2019-05)
Many classes of applications exhibit significant tolerance to inaccuracies in their computations. Some examples include image processing, multimedia applications, and machine
learning. These inaccuracies can be exploited ...