Original ResearchPublished 5 October 2026Improving performance in SNN-based deep reinforcement learning via transition-aware embeddingsHiroto Takigasaki · Takahiro Iwata · Seankein Yoshioka · Daisuke MikiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1929177
Mini ReviewPublished 18 September 2026Design principles for cost functions in optimal sensory codingVeronika Koren · Stefano PanzeriFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1924396
Original ResearchPublished 26 August 2026Large-scale neuromorphic modeling of cortical networks on FPGA for investigating anesthetic-induced neural dynamicsChuanguang Wang · Xiaotian Pan · Si Chen · Hao Cheng · YuJie Yao · Guodao Zhang · Fang ZhengFrontiers in Systems Neurosciencedoi 10.3389/fnsys.2026.1866947
Original ResearchPublished 12 August 2026The role of inhibition in modeling decision making with spiking neural networksBartłomiej Król-Józaga · Peter Duggins · Anna Broniec-Wójcik · Szymon WicharyFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1854811
Original ResearchPublished 31 July 2026Dopamine modulation of spike-timing-dependent plasticity for spatio-temporal spike pattern detection in single neuronsAyaka Kotajima · Shunta Furuichi · Takashi KohnoFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1777273
Original ResearchPublished 4 June 2026Exploring the spiking neural autoencoder: from hyperexcitability to noise-driven compensationMohammadreza Khodashenas · Daniel P. MartinsFrontiers in Systems Neurosciencedoi 10.3389/fnsys.2026.1788937
Frontiers in Science EditorialPublished 16 December 2025Why does artificial intelligence need active memory to succeed?R. Stanley WilliamsFrontiers in Sciencedoi 10.3389/fsci.2025.1760821
Frontiers in Science Lead ArticlePublished 16 December 2025Breaking the memory wall: next-generation artificial intelligence hardwareKaushik Roy · Adarsh Kosta · Tanvi Sharma · Shubham Negi · Deepika Sharma · Utkarsh Saxena · Sourjya Roy · Anand Raghunathan · Zishen Wan · Samuel Spetalnick · Che-Kai Liu · Arijit RaychowdhuryFrontiers in Sciencedoi 10.3389/fsci.2025.1611658
