42 citations · 43 across the 3 of their papers we have counts for
3 papers
q-bio.NC2019★ 1 cited
Comparison Against Task Driven Artificial Neural Networks Reveals Functional Organization of Mouse Visual Cortex
Jianghong Shi, Eric Shea-Brown, Michael A. Buice
Partially inspired by features of computation in visual cortex, deep neural networks compute hierarchical representations of their inputs. While these networks have been highly suc…
math-ph2012
Flow Decomposition Reveals Dynamical Structure of Markov Process
Jianghong Shi, Tianqi Chen, Bo Yuan +1
Markov process is widely applied in almost all aspects of literature, especially important for understanding non-equilibrium processes. We introduce a decomposition to general Mark…
math-ph2011★ 42 cited
Relation of a New Interpretation of Stochastic Differential Equations to Ito Process
Jianghong Shi, Tianqi Chen, Ruoshi Yuan +2
Stochastic differential equations (SDE) are widely used in modeling stochastic dynamics in literature. However, SDE alone is not enough to determine a unique process. A specified i…