Searched for: subject%3A%22Approximate%255C%2Bcomputing%22
(1 - 7 of 7)
document
Mahmoud, A.N.N. (author)
CMOS downscaling has provided the means to efficiently process the huge raw data resulted from the information technology revolution. However, this becomes more difficult because of leakage, reliability, and cost walls. To keep the pace with the exploding market needs at affordable cost, novel alternative technologies are under investigation;...
doctoral thesis 2022
document
Mahmoud, A.N.N. (author), Vanderveken, Frederic (author), Ciubotaru, Florin (author), Adelmann, Christoph (author), Hamdioui, S. (author), Cotofana, S.D. (author)
By their very nature Spin Waves (SWs) enable the realization of energy efficient circuits, as they propagate and interfere within waveguides without consuming noticeable energy. However, SW computing can be even more energy efficient by taking advantage of the approximate computing paradigm as many applications, e.g., multimedia and social...
journal article 2022
document
Kalali, E. (author), van Leuken, T.G.R.M. (author)
DSP blocks are one of the efficient solutions to implement multiply-accumulate (MAC) operations on FPGAs. However, since the DSP blocks have wide multiplier and adder blocks, MAC operations using low bit-length parameters lead to an underutilization. Hence, an efficient approximation technique is introduced. The technique includes...
journal article 2022
document
Smaran Adarsh, SMARAN ADARSH (author)
Quantum computing is an emerging technology that combines the principles of both computer science and quantum mechanics to solve computationally challenging problems significantly faster than the current classical computers. In this thesis, a proof of concept to generate hardware-executable quantum circuits for Noisy Intermediate-Scale Quantum ...
master thesis 2021
document
Bosio, A. (author), O'Connor, I. (author), Rodrigues, G. S. (author), Lima, F. K. (author), Hamdioui, S. (author)
Today's computer architectures and semiconductor technologies are facing major challenges making them incapable to deliver the required features (such as computer efficiency) for emerging applications. Alternative architectures are being under investigation in order to continue deliver sustainable benefits for the foreseeable future society...
conference paper 2020
document
Pezzotti, N. (author), Thijssen, J.G.L. (author), Mordvinstev, Alexander (author), Höllt, T. (author), Van Lew, B. (author), Lelieveldt, B.P.F. (author), Eisemann, E. (author), Vilanova Bartroli, A. (author)
In recent years the t-distributed Stochastic Neighbor Embedding (t-SNE) algorithm has become one of the most used and insightful techniques for exploratory data analysis of high-dimensional data. It reveals clusters of high-dimensional data points at different scales while only requiring minimal tuning of its parameters. However, the...
journal article 2020
document
Pezzotti, N. (author), Lelieveldt, B.P.F. (author), van der Maaten, L.J.P. (author), Höllt, T. (author), Eisemann, E. (author), Vilanova Bartroli, A. (author)
Progressive Visual Analytics aims at improving the interactivity in existing analytics techniques by means of visualization as well as interaction with intermediate results. One key method for data analysis is dimensionality reduction, for example, to produce 2D embeddings that can be visualized and analyzed efficiently. t-Distributed Stochastic...
journal article 2016
Searched for: subject%3A%22Approximate%255C%2Bcomputing%22
(1 - 7 of 7)