Finite state machines and recurrent neural networks—automata and dynamical systems approaches

P Tiňo, BG Horne, CL Giles, PC Collingwood - Neural networks and pattern …, 1998 - Elsevier
We present two approaches to the analysis of the relationship between a recurrent neural
network (RNN) and the finite state machine ℳ the network is able to exactly mimic. First, the …
被引用次数：117 相关文章

[引用][C] Finite state machines and recurrent neural networks-automata and dynamical systems approaches

P TINO - Neural Networks and Pattern Recognition, 1998 - cir.nii.ac.jp
Finite state machines and recurrent neural networks-automata and dynamical systems
approaches | CiNii Research CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ …

Finite State Machines and Recurrent Neural Networks--Automata and Dynamical Systems Approaches

P Tino, BG Horne, CL Giles - 1998 - drum.lib.umd.edu
We present two approaches to the analysis of the relationship between a recurrent neural
network (RNN) and the finite state machine\({\cal M}\) the network is able to exactly mimic …

[引用][C] Finite state machines and recurrent neural networks—automata and dynamical systems approaches

P Tiňo, BG Horne, CL Giles - 1995 - dl.acm.org
Finite state machines and recurrent neural networks—automata and dynamical systems
approaches | Guide books skip to main content ACM Digital Library home ACM home …