✦ LIBER ✦

Balanced echo state networks

✍ Scribed by Danil Koryakin; Johannes Lohmann; Martin V. Butz

Book ID: 118488259
Publisher: Elsevier Science
Year: 2012
Tongue: English
Weight: 642 KB
Volume: 36
Category: Article
ISSN: 0893-6080
DOI: 10.1016/j.neunet.2012.08.008

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

The copula echo state network

✍ Sotirios P. Chatzis; Yiannis Demiris 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 598 KB

Learning grammatical structure with Echo

Learning grammatical structure with Echo State Networks

✍ Matthew H. Tong; Adam D. Bickett; Eric M. Christiansen; Garrison W. Cottrell 📂 Article 📅 2007 🏛 Elsevier Science 🌐 English ⚖ 734 KB

Echo State Networks (ESNs) have been shown to be effective for a number of tasks, including motor control, dynamic time series prediction, and memorizing musical sequences. However, their performance on natural language tasks has been largely unexplored until now. Simple Recurrent Networks (SRNs) ha

Special issue on echo state networks and

Special issue on echo state networks and liquid state machines

✍ Herbert Jaeger; Wolfgang Maass; Jose Principe 📂 Article 📅 2007 🏛 Elsevier Science 🌐 English ⚖ 125 KB

Architectural and Markovian factors of e

Architectural and Markovian factors of echo state networks

✍ Claudio Gallicchio; Alessio Micheli 📂 Article 📅 2011 🏛 Elsevier Science 🌐 English ⚖ 669 KB

Echo State Networks (ESNs) constitute an emerging approach for efficiently modeling Recurrent Neural Networks (RNNs). In this paper we investigate some of the main aspects that can be accounted for the success and limitations of this class of models. In particular, we propose complementary classes o

Call for Papers 2007: Echo State Network

Call for Papers 2007: Echo State Networks and Liquid State Machines

📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 181 KB

Fully balanced steady-state 3D-spin-echo

Fully balanced steady-state 3D-spin-echo (bSSSE) imaging at 3 Tesla

✍ R. Krug; E.T. Han; S. Banerjee; S. Majumdar 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 582 KB

## Abstract In this work a 3D fully balanced steady‐state spin‐echo sequence (bSSSE) was designed and implemented on a 3‐Tesla whole‐body MR scanner. In contrast to previously introduced nonbalanced SSSE (nbSSSE) sequences, bSSSE features fully rewound imaging gradients. Additionally, all phase enc