DeepLearning on FPGAs - Artifical Neuronal Networks: Image classification

(here with cross-correlation): y (l) i,j = M(l)∑ i′=0 M(l)∑ j′=0 w (l) i,j · f (l−1) i+i′,j+j′ + b (l) i,j = w(l) ∗ f (l−1) + b(l) f (l) i,j = σ(y (l) i,j ) M (l) ×M (l) bias matrix! DeepLearning on FPGAs [...] (here with cross-correlation): y (l) i,j = M(l)∑ i′=0 M(l)∑ j′=0 w (l) i,j · f (l−1) i+i′,j+j′ + b (l) i,j = w(l) ∗ f (l−1) + b(l) f (l) i,j = σ(y (l) i,j ) M (l) ×M (l) bias matrix! DeepLearning on FPGAs [...] Second: On computational level → A convolution requires r × r independent multiplications M(l)∑ i′=0 M(l)∑ j′=0 w (l) i,j · f (l−1) i+i′,j+j′ + b (l) i,j = w(l) ∗ f (l−1) + b(l) Additionally: Activation function …

Polymerized ionic liquids - Experimentelle Physik 3 - Department of Physics - TU Dortmund

Eur. Phys. J. B 75, 209 (2010) C. Gainaru, R. Figuli, T. Hecksher, B. Jakobsen, J. C. Dyre, M. Wilhelm, R. Böhmer, Shear-modulus investigations of monohydroxy alcohols: Evidence for a short-chain-polymer [...] response, Phys. Rev. Lett. 112, 098301 (2014) M. Hofmann, C. Gainaru, B. Cetinkaya, R. Valiullin, N. Fatkullin, E. A. Rössler, Field-cycling relaxometry as a molecular rheology technique: Common analysis [...] Kumar, J. P. Mahalik, V. Bocharova, E. W. Stacy, C. Gainaru, T. Saito, M. P. Gobet, S. Greenbaum, B. G. Sumpter, A. P. Sokolov, A Rayleighian approach for modeling kinetics of ionic transport in polymeric …

Microsoft Word - Programm_Abstracts1306.doc

target is due to a less intensive disengage process from the nonfeared distractors. Listen up! The processing of emotional sounds measured by fNIRS Gerdes, A. B. M., Plichta, M. M., Fallgatter, A. J., Alpers [...] working time (100-107 dB[A]) and leisure time (95-101 dB[A]). The average equivalent sound level clearly exceeded the limiting values demanded in educational institutions (30-45 dB[A]). For the heart rate [...] In summary, a sympathetic effect of noise on heart rate could not be verified. 30 Symposium 8: Psychophysiological and Behavioural Correlates of Fear and Anxiety Gerdes, A. B. M., Wieser, M. J. Lehrstuhl …

FFP-Mathematik-2011-2013

2013 Maßnahmen zur Zielerreichung und Status der Maßnahme a) geplant für (Zeitpunkt) b) beschlossen am (Zeitpunkt) c) implementiert seit (Zeitpunkt) m w Studierendenge- winnung bis zur Immatrikulation - Lehramt [...] lungsbeauftragten, für kleinere Projekte wie z.B. die Überarbeitung von Texten (Internet, Broschüren etc.) im Hinblick auf geschlech- tergerechte Formulie- rungen o.ä.); jährlich 500 € für weite- re Projekte [...] Tag der Offenen Tür (Campus-Fest, Hochschultage o.ä.), an der SchnupperUni, an Studieninformati- onsmessen (am gemeinsamen Stand der TU Dort- mund, z.B. Einstieg Abi in Köln oder Dortmund), Mitwirkung an …

Publications - Experimentelle Physik 3 - Department of Physics - TU Dortmund

Weidlich, J. Altmann, Unmanned Aerial Vehicles as a Challenge to a WMDFZ in the Middle East, Policy Brief, Frankfurt/M.: PRIF , 2012. J. Altmann, F. Gorschlüter, M. Liebsch, Investigations of Periodic Disturbances [...] Workshop on Safeguards Perspectives for a Future Nuclear Environment, 14-16 Oct. 2003, Cernobbio (CO), Italy, ESARDA/INMM/EC(JRC). J. Altmann, F. Fujara, A. Gädke, M. Nolte, A. Privalov, Detection of TNT containing [...] Altmann, A. Weiß, Monitoring for Verification - Acoustic-Seismic Military-Vehicle Measurements of 2000 at Meppen, Germany; B. Meffert, O. Hochmuth, M. Günther, L. Heese, G. Kell, T. Morgenstern, A. Weiß, …

d=1 P ( m ∑ i=1 Ai[d] ≤ ξp ) = 1− n ∏ d=1 P (∑m i=1 Ai[d] m ≤ ξp m ) = 1− n ∏ d=1 P ( Ā[d] ≤ ξp m ) = 1− n ∏ d=1 P ( Ā[d]− µd σd√ m ≤ ξp m − µd σd√ m ) = 1− n ∏ d=1 P ( Z ≤ [ ξp m − µd ] √ m σd ) = 1− [...] on):Let xi, i ∈ {1, . . . ,m} be m independent samples drawn from a population X with values in the range[a, b]. Let Qm = 1 m ∑ i xi be the sample mean. Then, when m ≥ (b−a)2ln(q′) 2ǫ2 , we have Pr{Qm [...] − 2mǫ2 (b− a)2 ) ≤ q′. Therefore, − 2mǫ2 (b− a)2 ≤ ln (q′) =⇒ m ≥ (b− a)2ln ( 1 q′ ) 2ǫ2 . (2) Note that0 < q′ < 1, 0 < ǫ < 1 and both are parameters determined by the user. For example, ifb− a = 5, q′ …