A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference
- Manuel Le Gallo
- Riduan Khaddam-Aljameh
- et al.
- 2023
- Nature Electronics
Paper
Publications
10 results for Martino Dazzi
ALPINE: Analog In-Memory Acceleration with Tight Processor Integration for Deep Learning
- Joshua Klein
- Irem Boybat
- et al.
- 2023
- IEEE TC
PaperAccelerating Inference of Convolutional Neural Networks Using In-memory Computing
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- Frontiers in Computational Neuroscience
PaperEfficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- IEEE TC
PaperArchitecting more than Moore: Wireless plasticity for massive heterogeneous computer architectures (WiPLASH)
- Joshua Klein
- Alexandre Levisse
- et al.
- 2021
- CF 2021
Conference paperAccurate deep neural network inference using computational phase-change memory
- Vinay Joshi
- Manuel Le Gallo
- et al.
- 2020
- Nature Communications
PaperDeep learning acceleration based on in-memory computing
- Evangelos Eleftheriou
- Geethan Karunaratne
- et al.
- 2019
- IBM J. Res. Dev
PaperComputational memory-based inference and training of deep neural networks
- Abu Sebastian
- Irem Boybat
- et al.
- 2019
- VLSI Circuits 2019
Conference paperBBPD with wide input phase range
- Marcel Kossel
- Pier Andrea Francese
- et al.
- 2019
- Electronics Letters
Paper6.1 A 100Gb/s 1.1pJ/b PAM-4 RX with Dual-Mode 1-Tap PAM-4 / 3-Tap NRZ Speculative DFE in 14nm CMOS FinFET
- Alessandro Cevrero
- Ilter Ozkaya
- et al.
- 2019
- ISSCC 2019
Conference paper