Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- IEEE TC
Paper
Publications
196 results for Evangelos Eleftheriou
An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier with a Precision That Scales Linearly in Area, Time, and Power
- Riduan Khaddam-Aljameh
- Pier Andrea Francese
- et al.
- 2021
- IEEE Transactions on VLSI Systems
PaperAccelerating spiking neural networks using memristive crossbar arrays
- 2020
- ICECS 2020
Conference paperTemperature Compensation Schemes for In-Memory Computing using Phase-Change Memory
- Iason Giannopoulos
- Manuel Le Gallo
- et al.
- 2020
- AICAS 2020
Conference paperConvergence behavior of DNNs with mutual-information-based regularization
- Hlynur Jónsson
- Giovanni Cherubini
- et al.
- 2020
- Entropy
PaperAccurate deep neural network inference using computational phase-change memory
- Vinay Joshi
- Manuel Le Gallo
- et al.
- 2020
- Nature Communications
PaperExperimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- Scientific Reports
PaperMixed-Precision Deep Learning Based on Computational Memory
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2020
- Frontiers in Neuroscience
PaperMemory devices and applications for in-memory computing
- 2020
- Nature Nanotechnology
ReviewLow-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