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06/22/2023
To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations
Convolutional Neural Networks (CNNs) are widely employed to solve variou...
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05/23/2023
Augmented Random Search for Multi-Objective Bayesian Optimization of Neural Networks
Deploying Deep Neural Networks (DNNs) on tiny devices is a common trend ...
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06/21/2022
Real-Time Waveform Matching with a Digitizer at 10 GS/s
Side-Channel Analysis (SCA) requires the detection of the specific time ...
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05/20/2022
Deployment of Energy-Efficient Deep Learning Models on Cortex-M based Microcontrollers using Deep Compression
Large Deep Neural Networks (DNNs) are the backbone of today's artificial...
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05/11/2022
Raw Filtering of JSON Data on FPGAs
Many Big Data applications include the processing of data streams on sem...
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04/05/2022
Efficient Table-based Function Approximation on FPGAs using Interval Splitting and BRAM Instantiation
This paper proposes a novel approach for the generation of memory-effici...
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03/23/2022
Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks
Spiking Neural Networks (SNNs) compute in an event-based matter to achie...
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03/21/2022
DSP-Packing: Squeezing Low-precision Arithmetic into FPGA DSP Blocks
The number of Digital Signal Processor (DSP) resources available in Fiel...
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05/12/2021
On the Approximation of Accuracy-configurable Sequential Multipliers via Segmented Carry Chains
In this paper, we present a multiplier based on a sequence of approximat...
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01/12/2021
Symbolic Loop Compilation for Tightly Coupled Processor Arrays
Loop compilation for Tightly Coupled Processor Arrays (TCPAs), a class o...
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08/26/2020
HipaccVX: Wedding of OpenVX and DSL-based Code Generation
Writing programs for heterogeneous platforms optimized for high performa...
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04/20/2020
Secure Boot from Non-Volatile Memory for Programmable SoC Architectures
In modern embedded systems, the trust in comprehensive security standard...
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12/19/2019
Energy Minimization in DAG Scheduling on MPSoCs at Run-Time: Theory and Practice
Static (offline) techniques for mapping applications given by task graph...
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10/18/2019
Efficient Computation of Probabilistic Dominance in Robust Multi-Objective Optimization
Real-world problems typically require the simultaneous optimization of s...
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07/05/2019
Adaptive Predictive Power Management for Mobile LTE Devices
Reducing the energy consumption of mobile phones is a crucial design goa...
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05/31/2019
Isolation-Aware Timing Analysis and Design Space Exploration for Predictable and Composable Many-Core Systems
Composable many-core systems enable the independent development and anal...
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11/16/2017
A Design-Time/Run-Time Application Mapping Methodology for Predictable Execution Time in MPSoCs
Executing multiple applications on a single MPSoC brings the major chall...
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07/25/2017
Optimizing Scrubbing by Netlist Analysis for FPGA Configuration Bit Classification and Floorplanning
Existing scrubbing techniques for SEU mitigation on FPGAs do not guarant...
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02/26/2015
Automatic Optimization of Hardware Accelerators for Image Processing
In the domain of image processing, often real-time constraints are requi...
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08/20/2014
Code Generation for High-Level Synthesis of Multiresolution Applications on FPGAs
Multiresolution Analysis (MRA) is a mathematical method that is based on...
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05/08/2014
Proceedings of the First Workshop on Resource Awareness and Adaptivity in Multi-Core Computing (Racing 2014)
This volume contains the papers accepted at the 1st Workshop on Resource...
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04/22/2013