Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Comparative performance analysis (accuracy, speed, and power)
- 2015
- IEDM 2015
Publications
This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
11 results for S. Sidler
Equivalent-accuracy accelerated neural-network training using analogue memory
- 2018
- Nature
Non-filamentary non-volatile memory elements as synapses in neuromorphic systems
- 2019
- NVMTS 2019
Improved deep neural network hardware-Accelerators based on non-volatile-memory: The local gains technique
- 2017
- ICRC 2017
Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs
- 2016
- ICRC 2016
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response
- 2016
- ESSDERC 2016
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr0.7Ca0.3MnO3 Device Characteristics on Neural Network Training Accuracy
- 2018
- IEEE J-EDS
Bidirectional non-filamentary RRAM as an analog neuromorphic synapse, Part I: Al/Mo/Pr0.7Ca0.3MnO3 material improvements and device measurements
- 2018
- IEEE J-EDS
Neuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- 2017
- IEEE TCAS-II
Neuromorphic computing using non-volatile memory
- 2016
- Advances in Physics: X