Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing
- Athanasios Vasilopoulos
- Julian Buchel
- et al.
- 2023
- IEEE T-ED
Paper
Publications
283 results for AI Hardware
An exact mapping from ReLU networks to spiking neural networks
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2022
- arXiv
PaperHardware Algorithm Co-optimization for Scalable Analog Compute Technology
- Takashi Ando
- 2022
- SISC 2022
Invited talkZero-Shot Dynamic Quantization for Transformer Inference
- Yousef El-Kurdi
- Jerry Quinn
- et al.
- 2022
- EMNLP 2022
Short paperTime-encoded multiplication-free spiking neural networks: application to data classification tasks
- Ana Stanojevic
- Giovanni Cherubini
- et al.
- 2022
- Neural Computing and Applications
PaperGradient descent-based programming of analog in-memory computing cores
- Julian Buchel
- A. Vasilopoulos
- et al.
- 2022
- IEDM 2022
Conference paperIn-memory computing accelerator architectures for throughput-critical and resource-constrained systems
- 2022
- MEMRISYS 2022
Invited talkDeep Compression of Pre-trained Transformer Models
- Naigang Wang
- Chi-Chun Liu
- et al.
- 2022
- NeurIPS 2022
Conference paperOptimization of Interfacial PCM Layers to Enable High Resistance Doped PCM in Mushroom Cell Devices for Analog Computing
- Kevin Brew
- Injo Ok
- et al.
- 2022
- MRS Fall Meeting 2022
TalkOptimised weight programming for analogue memory-based deep neural networks
- Charles Mackin
- Malte Rasch
- et al.
- 2022
- MRS Fall Meeting 2022
Invited talk