Swagath Venkataramani
IBM (United States)(US)Alliance for Safe Kids(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Memory and Neural Computing, Parallel Computing and Optimization Techniques, Low-power high-performance VLSI design, Ferroelectric and Negative Capacitance Devices
Most-Cited Works
- → PACT: Parameterized Clipping Activation for Quantized Neural Networks(2018)719 cited
- → SALSA(2012)329 cited
- → AxNN(2014)264 cited
- → Quality programmable vector processors for approximate computing(2013)252 cited
- → Approximate computing and the quest for computing efficiency(2015)246 cited
- → ScaleDeep(2017)199 cited
- Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks(2019)
- → Substitute-and-Simplify: A Unified Design Paradigm for Approximate and Quality Configurable Circuits(2013)132 cited
- Accurate and Efficient 2-bit Quantized Neural Networks(2019)
- → Scalable-effort classifiers for energy-efficient machine learning(2015)105 cited