Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches
- Bipin Rajendran
- Abu Sebastian
- et al.
- 2019
- IEEE SPM
Paper
Publications
196 results for Evangelos Eleftheriou
Phase-change memory models for deep learning training and inference
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2019
- ICECS 2019
Conference paperComputational phase-change memory: Beyond von Neumann computing
- 2019
- Journal of Physics D: Applied Physics
ReviewPhase-change memory enables energy-efficient brain-inspired computing
- 2019
- DRC 2019
Conference paperComputational memory-based inference and training of deep neural networks
- Abu Sebastian
- Irem Boybat
- et al.
- 2019
- VLSI Circuits 2019
Conference paperMulti-ReRAM synapses for artificial neural network training
- Irem Boybat
- Cecilia Giovinazzo
- et al.
- 2019
- ISCAS 2019
Conference paperBuilding next-generation AI systems: Co-optimization of algorithms, architectures, and nanoscale memristive devices
- Bipin Rajendran
- Abu Sebastian
- et al.
- 2019
- IMW 2019
Conference paper8-bit Precision In-Memory Multiplication with Projected Phase-Change Memory
- Iason Giannopoulos
- Abu Sebastian
- et al.
- 2018
- IEDM 2018
Conference paperImpact of conductance drift on multi-PCM synaptic architectures
- Irem Boybat
- S. R. Nandakumar
- et al.
- 2018
- NVMTS 2018
Conference paperA phase-change memory model for neuromorphic computing
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2018
- Journal of Applied Physics
Paper