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Publisher : mit press

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Academic Journal

Quantifying and Maximizing the Information Flux in Recurrent Neural Networks.

Authors : Metzner, Claus^1,2 (AUTHOR) ; Yamakou, Marius E.³ (AUTHOR) ; Voelkl, Dennis¹ (AUTHOR)

Source: Neural Computation. Mar2024, Vol. 36 Issue 3, p351-384. 34p.

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Academic Journal

Differential Geometry Methods for Constructing Manifold-Targeted Recurrent Neural Networks.

Authors : Claudi, Federico¹ (AUTHOR) ; Branco, Tiago¹ (AUTHOR)

Source: Neural Computation. Aug2022, Vol. 34 Issue 8, p1790-1811. 22p. 3 Diagrams.

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Academic Journal

Stimulus-Driven and Spontaneous Dynamics in Excitatory-Inhibitory Recurrent Neural Networks for Sequence Representation.

Authors : Rajakumar, Alfred¹ (AUTHOR) ; Rinzel, John² (AUTHOR) ; Chen, Zhe S.³ (AUTHOR)

Source: Neural Computation. Oct2021, Vol. 33 Issue 10, p2603-2645. 43p. 1 Chart, 12 Graphs.

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Academic Journal

Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural Networks.

Authors : Fanthomme, Arnaud¹ (AUTHOR) ; Monasson, Rémi¹ (AUTHOR)

Source: Neural Computation. Apr2021, Vol. 33 Issue 4, p1063-1112. 50p. 3 Diagrams, 1 Chart, 16 Graphs.

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Academic Journal

Toward Training Recurrent Neural Networks for Lifelong Learning.

Authors : Sodhani, Shagun¹ (AUTHOR) ; Chandar, Sarath¹ (AUTHOR) ; Bengio, Yoshua² (AUTHOR)

Source: Neural Computation. Jan2020, Vol. 32 Issue 1, p1-35. 35p. 13 Charts, 11 Graphs.

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Academic Journal

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures.

Authors : Yu, Yong¹ (AUTHOR) ; Si, Xiaosheng² (AUTHOR) ; Hu, Changhua² (AUTHOR)

Source: Neural Computation. Jul2019, Vol. 31 Issue 7, p1235-1270. 36p. 18 Diagrams, 1 Graph.

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Academic Journal

One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks.

Authors : Beer, Chen¹ (AUTHOR) ; Barak, Omri² (AUTHOR)

Source: Neural Computation. Oct2019, Vol. 31 Issue 10, p1985-2003. 19p. 4 Diagrams, 6 Graphs.

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Academic Journal

Applications of Recurrent Neural Networks in Environmental Factor Forecasting: A Review.

Authors : Chen, Yingyi¹ ; Cheng, Qianqian¹ ; Cheng, Yanjun¹

Source: Neural Computation. Nov2018, Vol. 30 Issue 11, p2855-2881. 27p. 3 Diagrams, 1 Chart.

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Academic Journal

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks.

Authors : Wang, Qinglong¹ ; Zhang, Kaixuan² ; Ororbia II, Alexander G.²

Source: Neural Computation. Sep2018, Vol. 30 Issue 9, p2568-2591. 24p. 2 Diagrams, 3 Charts, 5 Graphs.

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Academic Journal

Winning the Lottery With Neural Connectivity Constraints: Faster Learning Across Cognitive Tasks With Spatially Constrained Sparse RNNs.

Authors : Khona, Mikail¹ (AUTHOR) ; Chandra, Sarthak² (AUTHOR) ; Ma, Joy J.¹ (AUTHOR)

Source: Neural Computation. Nov2023, Vol. 35 Issue 11, p1850-1869. 20p.

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نتائج البحث

فلترة النتائج

Quantifying and Maximizing the Information Flux in Recurrent Neural Networks.

Differential Geometry Methods for Constructing Manifold-Targeted Recurrent Neural Networks.

Stimulus-Driven and Spontaneous Dynamics in Excitatory-Inhibitory Recurrent Neural Networks for Sequence Representation.

Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural Networks.

Toward Training Recurrent Neural Networks for Lifelong Learning.

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures.

One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks.

Applications of Recurrent Neural Networks in Environmental Factor Forecasting: A Review.

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks.

Winning the Lottery With Neural Connectivity Constraints: Faster Learning Across Cognitive Tasks With Spatially Constrained Sparse RNNs.

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