Alex Graves

	2012
27		Alex Graves: Supervised Sequence Labelling with Recurrent Neural Networks Springer 2012: 1-131
	2011
26		Jürgen Schmidhuber, Dan Ciresan, Ueli Meier, Jonathan Masci, Alex Graves: On Fast Deep Nets for AGI Vision. AGI 2011: 243-246
25		Alex Graves: Practical Variational Inference for Neural Networks. NIPS 2011: 2348-2356
	2010
24		Frank Sehnke, Alex Graves, Christian Osendorfer, Jürgen Schmidhuber: Multimodal Parameter-exploring Policy Gradients. ICMLA 2010: 113-118
23		Florian Eyben, Sebastian Böck, Björn Schuller, Alex Graves: Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks. ISMIR 2010: 589-594
22		Martin Wöllmer, Florian Eyben, Alex Graves, Björn Schuller, Gerhard Rigoll: Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework. Cognitive Computation 2(3): 180-190 (2010)
21		Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber: Parameter-exploring policy gradients. Neural Networks 23(4): 551-559 (2010)
	2009
20		Florian Eyben, Martin Wöllmer, Björn Schuller, Alex Graves: From speech to letters - using a novel neural network architecture for grapheme based ASR. ASRU 2009: 376-380
19		Martin Wöllmer, Florian Eyben, Joseph Keshet, Alex Graves, Björn Schuller, Gerhard Rigoll: Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. ICASSP 2009: 3949-3952
18		Martin Wöllmer, Florian Eyben, Alex Graves, Björn Schuller, Gerhard Rigoll: Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. NOLISP 2009: 68-75
17		Alex Graves, Marcus Liwicki, S. Fernandez, Roman Bertolami, Horst Bunke, Jürgen Schmidhuber: A Novel Connectionist System for Unconstrained Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 31(5): 855-868 (2009)
	2008
16		Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber: Policy Gradients with Parameter-Based Exploration for Control. ICANN (1) 2008: 387-396
15		Alex Graves, Jürgen Schmidhuber: Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks. NIPS 2008: 545-552
14		Santiago Fernández, Alex Graves, Jürgen Schmidhuber: Phoneme recognition in TIMIT with BLSTM-CTC CoRR abs/0804.3269: (2008)
13		Alex Graves: Supervised sequence labelling with recurrent neural networks. Technical University Munich 2008: 1-117
	2007
12		Alexander Förster, Alex Graves, Jürgen Schmidhuber: RNN-based Learning of Compact Maps for Efficient Robot Localization. ESANN 2007: 537-542
11		Alex Graves, Santiago Fernández, Jürgen Schmidhuber: Multi-dimensional Recurrent Neural Networks. ICANN (1) 2007: 549-558
10		Santiago Fernández, Alex Graves, Jürgen Schmidhuber: An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. ICANN (2) 2007: 220-229
9		Santiago Fernández, Alex Graves, Jürgen Schmidhuber: Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks. IJCAI 2007: 774-779
8		Alex Graves, Santiago Fernández, Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber: Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks. NIPS 2007
7		Alex Graves, Santiago Fernández, Jürgen Schmidhuber: Multi-Dimensional Recurrent Neural Networks CoRR abs/0705.2011: (2007)
	2006
6		Alex Graves, Santiago Fernández, Faustino J. Gomez, Jürgen Schmidhuber: Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. ICML 2006: 369-376
	2005
5		Nicole Beringer, Alex Graves, Florian Schiel, Jürgen Schmidhuber: Classifying Unprompted Speech by Retraining LSTM Nets. ICANN (1) 2005: 575-581
4		Alex Graves, Santiago Fernández, Jürgen Schmidhuber: Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition. ICANN (2) 2005: 799-804
3		Alex Graves, Jürgen Schmidhuber: Framewise phoneme classification with bidirectional LSTM and other neural network architectures. Neural Networks 18(5-6): 602-610 (2005)
	2004
2		Alex Graves, Douglas Eck, Nicole Beringer, Jürgen Schmidhuber: Biologically Plausible Speech Recognition with LSTM Neural Nets. BioADIT 2004: 127-136
1		Alex Graves, Nicole Beringer, Jürgen Schmidhuber: A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition. Neural Networks and Computational Intelligence 2004: 164-168

Coauthor Index

1	Nicole Beringer	[1] [2] [5]
2	Roman Bertolami	[17]
3	Sebastian Böck	[23]
4	Horst Bunke	[8] [17]
5	Dan Ciresan (Dan Claudiu Ciresan)	[26]
6	Douglas Eck	[2]
7	Florian Eyben	[18] [19] [20] [22] [23]
8	S. Fernandez	[17]
9	Santiago Fernández	[4] [6] [7] [8] [9] [10] [11] [14]
10	Alexander Förster	[12]
11	Faustino J. Gomez	[6]
12	Joseph Keshet	[19]
13	Marcus Liwicki	[8] [17]
14	Jonathan Masci	[26]
15	Ueli Meier	[26]
16	Christian Osendorfer	[16] [21] [24]
17	Jan Peters	[16] [21]
18	Gerhard Rigoll	[18] [19] [22]
19	Thomas Rückstieß	[16] [21]
20	Florian Schiel	[5]
21	Jürgen Schmidhuber	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [21] [24] [26]
22	Björn Schuller	[18] [19] [20] [22] [23]
23	Frank Sehnke	[16] [21] [24]
24	Martin Wöllmer	[18] [19] [20] [22]

Last update Wed May 30 22:34:44 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page