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cond-mat.stat-mech2020
Spectral transitions and universal steady states in random Kraus maps and circuits
Lucas Sá, Pedro Ribeiro, Tankut Can +1
The study of dissipation and decoherence in generic open quantum systems recently led to the investigation of spectral and steady-state properties of random Lindbladian dynamics. A…
cs.LG2020
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
Tankut Can, Kamesh Krishnamurthy, David J. Schwab
Recurrent neural networks (RNNs) are powerful dynamical models for data with complex temporal structure. However, training RNNs has traditionally proved challenging due to explodin…