Surya Ganguli
Stanford University(US)
Publications by Year
Research Areas
Neural dynamics and brain function, Neural Networks and Applications, Neuroscience and Neuropharmacology Research, Advanced Memory and Neural Computing, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Deep Unsupervised Learning using Nonequilibrium Thermodynamics(2015)1,415 cited
- → A deep learning framework for neuroscience(2019)1,063 cited
- → Exact solutions to the nonlinear dynamics of learning in deep linear neural networks(2013)1,003 cited
- Continual Learning Through Synaptic Intelligence.(2017)
- → Cortical layer–specific critical dynamics triggering perception(2019)697 cited
- → Deep Knowledge Tracing(2015)628 cited
- Identifying and attacking the saddle point problem in high-dimensional non-convex optimization(2014)
- → On simplicity and complexity in the brave new world of large-scale neuroscience(2015)455 cited