Can, Tankut

1. Theory of gating in recurrent neural networks
   2020/07/29 by Krishnamurthy, Kamesh, Can, Tankut, Schwab, David J. · 6 citations
   #Chaotic Dynamics (nlin.CD) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Statistical Mechanics (cond-mat.stat-mech)
2. Emergence of robust memory manifolds
   2021/09/08 by Tankut Can, Kamesh Krishnamurthy, Can, Tankut +1 · 2 citations
   Neuroscience · Computer Science · #Neural dynamics and brain function #Neural Networks and Applications #Neural Networks and Reservoir Computing
3. Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
   2020/01/31 by Can, Tankut, Krishnamurthy, Kamesh, Schwab, David J. · 1 citation
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Mechanics (cond-mat.stat-mech)
4. Random Tree Model of Meaningful Memory
   2024/12/02 by Weishun Zhong, Tankut Can, Zhong, Weishun +9 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Cognitive Computing and Networks