Designing a bidirectional, adaptive neural interface incorporating machine learning capabilities and memristor-enhanced hardware

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Associative STDP-like learning of neuromorphic circuits based on polyaniline memristive microdevices

(2020) Nikita Prudnikov et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Neurohybrid Memristive CMOS-Integrated Systems for Biosensors and Neuroprosthetics

(2020) Alexey Mikhaylov et al.   Frontiers in Neuroscience

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years

(2019) Michael V. DeBole et al.   COMPUTER

A Memristive Switching Uncertainty Model

(2019) Spyros Stathopoulos et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Simulation of Inference Accuracy Using Realistic RRAM Devices

(2019) Adnan Mehonic et al.   Frontiers in Neuroscience

Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights

(2019) A V Emelyanov et al.   NANOTECHNOLOGY

Multilayer Metal‐Oxide Memristive Device with Stabilized Resistive Switching

(2019) Alexey Mikhaylov et al.   Advanced Materials Technologies

Sub 100 nW Volatile Nano-Metal-Oxide Memristor as Synaptic-Like Encoder of Neuronal Spikes

(2018) Isha Gupta et al.   IEEE Transactions on Biomedical Circuits and Systems

Memristor crossbar arrays with 6-nm half-pitch and 2-nm critical dimension

(2018) Shuang Pi et al.   Nature Nanotechnology

Coupling Resistive Switching Devices with Neurons: State of the Art and Perspectives

(2017) Alessandro Chiolerio et al.   Frontiers in Neuroscience

Fault and Error Tolerance in Neural Networks: A Review

(2017) Cesar Torres-Huitzil et al.   IEEE Access

Multibit memory operation of metal-oxide bi-layer memristors

(2017) Spyros Stathopoulos et al.   Scientific Reports

Real-time encoding and compression of neuronal spikes by metal-oxide memristors

(2016) Isha Gupta et al.   Nature Communications

A Bidirectional Brain-Machine Interface Featuring a Neuromorphic Hardware Decoder

(2016) Fabio Boi et al.   Frontiers in Neuroscience

Noise-induced effects in nonlinear relaxation of condensed matter systems

(2015) B. Spagnolo et al.   CHAOS SOLITONS & FRACTALS

A neuro-inspired model-based closed-loop neuroprosthesis for the substitution of a cerebellar learning function in anesthetized rats

(2015) Roni Hogri et al.   Scientific Reports

Adaptive enhancement of learning protocol in hippocampal cultured networks grown on multielectrode arrays

(2013) Alexey Pimashkin et al.   Frontiers in Neural Circuits

Spiking Signatures of Spontaneous Activity Bursts in Hippocampal Cultures

(2011) Alexey Pimashkin et al.   Frontiers in Computational Neuroscience

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE