NIMA: Near In-Memory High-Precision Accumulation Unit for Heterogeneous Analog/Digital Deep Learning Acceleration
- Irem Sanli
- Elena Ferro
- et al.
- 2025
- ISCAS 2025
Conference paper
Publications
10 results at ISCAS 2025
Edge Training and Inference with Analog ReRAM Technology for Hand Gesture Recognition
- Victoria Clerico
- Anirvan Dutta
- et al.
- 2025
- ISCAS 2025
Conference paperQuantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2025
- ISCAS 2025
Conference paperSRAM-Based Ring Oscillators as Nonlinear Compute-in-Memory for Low-Power Communication
- Kshama Lakshmi Ranganatha
- Md. Shahrul Islam
- et al.
- 2025
- ISCAS 2025
Conference paperLive Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU Spyre
- Yannick Schnider
- Thomas Ortner
- et al.
- 2025
- ISCAS 2025
Conference paperA framework for analog-digital mixed-precision neural network training and inference
- Athanasios Vasilopoulos
- Emma Boulharts
- et al.
- 2025
- ISCAS 2025
Conference paperAssessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- ISCAS 2025
Conference paperEfficient Circuit Performance Prediction Using Machine Learning: From Schematic to Layout and Silicon Measurement with Minimal Data Input
- Dimple Vijay Kochar
- Maitreyi Ashok
- et al.
- 2025
- ISCAS 2025
Conference paperA framework for analog-digital mixed-precision neural network training and inference
- A. Vasilopoulos
- Emma Boulharts
- et al.
- 2025
- ISCAS 2025
TalkLive Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip
- Corey Lammie
- Julian Büchel
- et al.
- 2025
- ISCAS 2025
Demo paper