A Novel A-IMC Ge-GST ePCM Cell for Edge AI Applications on 28nm FD-SOI PlatformMatteo BaldoMario Allegraet al.2025IEDM 2025
Disc-type Phase-change Memory Devices for Analog In-memory ComputingGhazi Sarwat SyedTimothy Philipet al.2025IEDM 2025
I-RAVEN-X: Benchmarking Generalization and Robustness of Analogical and Mathematical Reasoning in Large Language and Reasoning ModelsGiacomo CamposampieroMichael Herscheet al.2025NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activityFrancesco CarzanigaMichael Herscheet al.2025NeurIPS 2025
Analogue speech recognition based on physical computingMohamadreza ZolfagharinejadJulian Büchelet al.2025Nature
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?Giacomo CamposampieroMichael Herscheet al.2025NeSy 2025
Deep learning software stacks for analogue in-memory computing-based acceleratorsCorey Liam LammieHadjer Benmezianeet al.2025Nat. Rev. Electr. Eng.
NIMA: Near In-Memory High-Precision Accumulation Unit for Heterogeneous Analog/Digital Deep Learning AccelerationIrem SanliElena Ferroet al.2025ISCAS 2025
A framework for analog-digital mixed-precision neural network training and inferenceAthanasios VasilopoulosEmma Boulhartset al.2025ISCAS 2025