Separating the Effects of Batch Normalization on CNN Training Speed and Stability Using Classical Adaptive Filter Theory

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443275 ◽

2020 ◽

Author(s):

Elaina Chai ◽

Mert Pilanci ◽

Boris Murmann

Keyword(s):

Adaptive Filter ◽

Filter Theory ◽

Batch Normalization

Download Full-text

Adaptive filter theory

Signal Processing ◽

10.1016/0165-1684(87)90147-2 ◽

1987 ◽

Vol 12 (4) ◽

pp. 416-417 ◽

Author(s):

Maurice Bellanger

Keyword(s):

Adaptive Filter ◽

Download Full-text

Adaptive filter theory and applications

Analysis and Optimization of Systems - Lecture Notes in Control and Information Sciences ◽

10.1007/bfb0004040 ◽

2005 ◽

pp. 161-188 ◽

Author(s):

David D. Falconer

Keyword(s):

Adaptive Filter ◽

Download Full-text

Editorial: adaptive filter theory — not just an lms

IEE Proceedings F Radar and Signal Processing ◽

10.1049/ip-f-2.1991.0039 ◽

1991 ◽

Vol 138 (4) ◽

pp. 293

Author(s):

G. Gibson ◽

S. McLaughlin

Keyword(s):

Adaptive Filter ◽

Download Full-text

Fundamentals of Adaptive Filter Theory

T-Labs Series in Telecommunication Services - Adaptive Identification of Acoustic Multichannel Systems Using Sparse Representations ◽

10.1007/978-3-319-08954-6_2 ◽

2014 ◽

pp. 17-22

Author(s):

Karim Helwani

Keyword(s):

Adaptive Filter ◽

Download Full-text

Comfort and safety analysis of automotive active suspension based on adaptive filter theory

2009 4th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2009.5138493 ◽

2009 ◽

Author(s):

Jiammin Sun ◽

Qingmei Yang

Keyword(s):

Adaptive Filter ◽

Active Suspension ◽

Safety Analysis ◽

Download Full-text

Adaptive filter theory

10.1016/0005-1098(93)90162-m ◽

1993 ◽

Vol 29 (2) ◽

pp. 567-568 ◽

Author(s):

Björn Wittenmark

Keyword(s):

Adaptive Filter ◽

Download Full-text

Corrigendum to “On the application of a unified adaptive filter theory in the performance prediction of adaptive filter algorithms” [Digital Signal Process. 19 (2009) 410–432]

Digital Signal Processing ◽

10.1016/j.dsp.2009.04.008 ◽

2010 ◽

Vol 20 (1) ◽

pp. 301

Author(s):

Mohammad Shams Esfand Abadi ◽

John Håkon Husøy

Keyword(s):

Adaptive Filter ◽

Performance Prediction ◽

Digital Signal ◽

Signal Process ◽

Filter Theory ◽

Digital Signal Process ◽

Filter Algorithms

Download Full-text

Adaptive Filter Theory [Book Review]

IEEE Signal Processing Magazine ◽

10.1109/msp.2002.1012361 ◽

2002 ◽

Vol 19 (4) ◽

pp. 87-88

Keyword(s):

Adaptive Filter ◽

Download Full-text

The independence assumption: A dispensable tool in adaptive filter theory

Signal Processing ◽

10.1016/s0165-1684(97)00003-0 ◽

1997 ◽

Vol 57 (3) ◽

pp. 305-310 ◽

Author(s):

H.J. Butterweck

Keyword(s):

Adaptive Filter ◽

Independence Assumption ◽

Download Full-text

The Research of Adaptive Filtering Algorithm and System Modeling

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.556-562.3722 ◽

2014 ◽

Vol 556-562 ◽

pp. 3722-3725

Author(s):

Sheng Ping Zhang ◽

Dong Ya Chen

Keyword(s):

Adaptive Filtering ◽

Adaptive Filter ◽

System Modeling ◽

Input Sequence ◽

Filter Theory ◽

Recognition Model ◽

Filtering Algorithm ◽

Unknown System ◽

This paper introduces an adaptive adjusting FIR filter’s parameters (LMS) method and presents a system recognition model based on the adaptive filter theory. The adaptive filter is directly with adjustable coefficient h (0),h (1),...h (N-1).The unknown system and FIR model have the same input sequence. The simulation result confirms the feasibility of the model.

Download Full-text