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09/14/2023
Variational Quantum Linear Solver enhanced Quantum Support Vector Machine
Quantum Support Vector Machines (QSVM) play a vital role in using quantu...
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06/28/2023
Successive Cancellation Automorphism List Decoding of Polar Codes
The discovery of suitable automorphisms of polar codes gained a lot of a...
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04/14/2023
Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation
In recent years, communication engineers put strong emphasis on artifici...
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04/11/2023
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation
In communication systems, Autoencoder (AE) refers to the concept of repl...
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03/02/2023
Automorphism Ensemble Polar Code Decoders for 6G URLLC
The URLLC scenario in the upcoming 6G standard requires low latency and ...
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01/12/2023
Code-based Cryptography in IoT: A HW/SW Co-Design of HQC
Recent advances in quantum computing pose a serious threat on the securi...
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09/28/2022
A Framework for Formal Verification of DRAM Controllers
The large number of recent JEDEC DRAM standard releases and their increa...
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09/28/2022
Unveiling the Real Performance of LPDDR5 Memories
LPDDR5 is the latest low-power DRAM standard and expected to be used in ...
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09/15/2022
Blind and Channel-agnostic Equalization Using Adversarial Networks
Due to the rapid development of autonomous driving, the Internet of Thin...
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06/28/2021
HALF: Holistic Auto Machine Learning for FPGAs
Deep Neural Networks (DNNs) are capable of solving complex problems in d...
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07/07/2020
The gem5 Simulator: Version 20.0+
The open-source and community-supported gem5 simulator is one of the mos...
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11/03/2019
eBrainII: A 3 kW Realtime Custom 3D DRAM integrated ASIC implementation of a Biologically Plausible Model of a Human Scale Cortex
The Artificial Neural Networks (ANNs) like CNN/DNN and LSTM are not biol...
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01/10/2019
A Reduced-Complexity Projection Algorithm for ADMM-based LP Decoding
The Alternating Direction Method of Multipliers has recently been adapte...
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08/27/2018
Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant
Deep learning is finding its way into the embedded world with applicatio...
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07/11/2018
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs
It is well known that many types of artificial neural networks, includin...
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03/20/2018
Integrating DRAM Power-Down Modes in gem5 and Quantifying their Impact
Across applications, DRAM is a significant contributor to the overall sy...
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10/13/2017