170 results on '"Le Gallo, Manuel"'
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2. Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
3. Experimental validation of state equations and dynamic route maps for phase change memristive devices
4. Optimised weight programming for analogue memory-based deep neural networks
5. Hardware implementation of memristor-based artificial neural networks
6. Using the IBM analog in-memory hardware acceleration kit for neural network training and inference
7. Robust high-dimensional memory-augmented neural networks
8. Memory devices and applications for in-memory computing
9. In-memory hyperdimensional computing
10. List of contributors
11. Phase-change memory
12. AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
13. State dependence and temporal evolution of resistance in projected phase change memory
14. Accurate deep neural network inference using computational phase-change memory
15. Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
16. 2 - Non von Neumann computing concepts
17. Monatomic phase change memory
18. Mixed-precision in-memory computing
19. Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error
20. Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing
21. Mechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase‐Change Memory.
22. ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator
23. Publisher Correction: Memory devices and applications for in-memory computing
24. 2022 roadmap on neuromorphic computing and engineering
25. 2022 roadmap on neuromorphic computing and engineering
26. Memristive technologies for data storage, computation, encryption, and radio-frequency communication
27. Mechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase‐Change Memory
28. 2022 roadmap on neuromorphic computing and engineering
29. MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory
30. 2022 roadmap on neuromorphic computing and engineering
31. HERMES-Core—A 1.59-TOPS/mm2 PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs
32. Precision of bit slicing with in-memory computing based on analog phase-change memory crossbars
33. MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory
34. A Multi-Memristive Unit-Cell Array With Diagonal Interconnects for In-Memory Computing
35. Multi-level storage in phase-change memory devices
36. A phase-change memory model for neuromorphic computing.
37. Tutorial: Brain-inspired computing using phase-change memory devices.
38. Measurement of Onset of Structural Relaxation in Melt‐Quenched Phase Change Materials
39. A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays
40. Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing
41. Accurate Weight Mapping in a Multi-Memristive Synaptic Unit
42. Chapter 3 - Phase-change memory
43. Precision of synaptic weights programmed in phase-change memory devices for deep learning inference
44. In‐Memory Database Query
45. ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning
46. Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing
47. Mixed-Precision Deep Learning Based on Computational Memory
48. An overview of phase-change memory device physics
49. Phase-Change Memory Models for Deep Learning Training and Inference
50. 8-bit Precision In-Memory Multiplication with Projected Phase-Change Memory
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