On the role of noise in factorizers for disentangling distributed representationsKumudu Geethan KarunaratneMichael Herscheet al.2024NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory ComputingJulian BüchelWilliam Simonet al.2024NeurIPS 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory ComputingIrem Boybat-KaraThomas Boeschet al.2024IEDM 2024
Energy-Efficient Phase-Change Memory Disc-Type Cells Leveraging Ultrathin Phase-Change FilmsTimothy PhilipGhazi Sarwat Syedet al.2024MRS Fall Meeting 2024
Comprehensive Development and Analysis of Sputter-Grown Superlattice FilmsSimone PriliVara Prasad Jonnalagaddaet al.2024MRS Fall Meeting 2024
Roadmap to neuromorphic computing with emerging technologiesAdnan MehonicDaniele Ielminiet al.2024APL Materials
RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationGentiana RashitiKumudu Geethan Karunaratneet al.2024ECAI 2024
Demonstration of 4-quadrant analog in-memory matrix multiplication in a single modulationManuel Le GalloOscar Hrynkevychet al.2024npj Unconv. Comput.
Factorizers for Distributed Sparse Block CodesMichael HerscheAleksandar Terzicet al.2024Neurosymbolic AI
Towards Learning Abductive Reasoning using VSA Distributed RepresentationsGiacomo CamposampieroMichael Herscheet al.2024NeSy 2024