摘要:
According to an embodiment, an authentication system includes a physical device, a calculator, and an authenticator. The physical device includes a data source which outputs a data sequence along time series. The calculator performs, using hidden Markov model, probability calculation on an ID which is based on the data sequence obtained from the physical device. The authenticator authenticates the physical device based on calculation result of the calculator.
摘要:
According to one embodiment, a memory system including a key-value store containing key-value data as a pair of a key and a value corresponding to the key, includes an interface, a memory block, an address acquisition circuit and a controller. The interface receives a data write/read request or a request based on the key-value store. The memory block has a data area for storing data and a metadata table containing the key-value data. The address acquisition circuit acquires an address in response to input of the key. The controller executes the data write/read request for the memory block, and outputs the address acquired to the memory block and executes the request based on the key-value store. The controller outputs the value corresponding to the key via the interface.
摘要:
A reservoir calculation device according to an embodiment includes a reservoir circuit and an output circuit. The reservoir circuit receives input data and outputs intermediate signals, each undergoing a transient change when the input data changes. The output circuit outputs an output signal obtained by combining the intermediate signals. The reservoir circuit includes intermediate circuits, each including a neuron circuit and an intermediate output circuit. The neuron circuit generates an intermediate voltage undergoing a transient change corresponding to weight data and the input data when the input data changes. The intermediate output circuit outputs an intermediate signal representing a level of the intermediate voltage from the neuron circuit. The neuron circuit includes a time constant circuit capable of changing a time constant. The time constant circuit is connected between a reference potential and an intermediate terminal outputting the intermediate voltage.
摘要:
A spiking neural network device according to an embodiment includes a synaptic element, a neuron circuit, a determinator, a synaptic depressor, and a synaptic potentiator. The synaptic element has a variable weight and outputs, in response to input of a first spike signal, a synaptic signal having intensity adjusted in accordance with the weight. The neuron circuit outputs a second spike signal in a case where the synaptic signal is inputted and a predetermined firing condition for the synaptic signal is satisfied. The determinator determines whether or not the weight is to be updated on a basis of an output frequency of the second spike signal by the neuron circuit. The synaptic depressor performs depression operation for depressing the weight in a case where it is determined that the weight is to be updated. The synaptic potentiator performs potentiating operation for potentiating the weight.
摘要:
According to an embodiment, an operation apparatus includes a first neural network, a second neural network, an evaluation circuit, and a coefficient-updating circuit. The first neural network performs an operation in a first mode. The second neural network performs an operation in a second mode and has a same layer structure as the first neural network. The evaluation circuit evaluates an error of the operation of the first neural network in the first mode and evaluates an error of the operation of the second neural network in the second mode. The coefficient-updating circuit updates, in the first mode, coefficients set for the second neural network based on an evaluating result of the error of the operation of the first neural network, and updates, in the second mode, coefficients set for the first neural network based on an evaluating result of the error of the operation of the second neural network.
摘要:
According to an embodiment, a decoding device includes a variable node processor, a check node processor, a first forwarder, and a second forwarder. The variable node processor is configured to perform variable node processing on variable nodes defined by a code and output first messages. The check node processor is configured to perform check node processing on check nodes defined by the code based on the first messages and output second messages. The first forwarder is configured to forward one or more first messages remaining after excluding messages to be forwarded to one or more check nodes corresponding to one or more of the second messages having been stored in ae storage, to the check nodes. The second forwarder is configured to forward the second messages to the variable nodes and forward the one or more of the second messages to the storage.
摘要:
According to an embodiment, a memory system includes first wiring lines; second wiring lines; third wiring lines; fourth wiring lines; and first and second storages. The first storage includes first memory cells arranged at intersections of the first wiring lines and the second wiring lines. Each of the third wiring lines is connected to any one of the first wiring lines. Each of the fourth wiring lines is pre-associated with a logical address specified by a host apparatus. The second storage includes second memory cells arranged at intersections of the third wiring lines and the fourth wiring lines. A resistance state of each of the second memory cells is set to a first resistance state or a second resistance state where a resistance value is lower than that in the first resistance state, according to a correspondence relationship between the logical address and the first wiring line.
摘要:
According to one embodiment, a storage device includes a plurality of memory nodes. Each of memory nodes includes a plurality of input ports, a plurality of output ports, a selector, a packet controller and a memory. The selector outputs a packet input to the input port to one of the output ports. The packet controller controls the selector. The memory stores data. The memory nodes are mutually connected at the input ports and the output ports. The memory node has an address that is determined by its physical position. The packet controller switches the output port that outputs the packet based on information including at least a destination address of the packet and an address of the memory node having the packet controller when receiving a packet that is not addressed to the memory node having the packet controller.
摘要:
A semiconductor device according to an embodiment comprises: a gate insulating film formed on a semiconductor substrate; a semiconductor layer formed on the gate insulating film; and a first metal layer formed to be electrically connected to the semiconductor layer. 1×1019 atoms/cm3 or more of a Group VI element exists in an interface of the semiconductor layer and the first metal layer.
摘要翻译:根据实施例的半导体器件包括:形成在半导体衬底上的栅极绝缘膜; 形成在所述栅极绝缘膜上的半导体层; 以及形成为与半导体层电连接的第一金属层。 在半导体层和第一金属层的界面中存在1×10 19原子/ cm 3以上的VI族元素。
摘要:
According to an embodiment, a semiconductor memory device includes a controller and a second storage unit. The controller is configured to control a write process of writing data into a first storage unit in which data supplied from a host device are stored or a read process of reading the data stored in the first storage in response to a request from the host device. The second storage unit is temporarily used in the write process or the read process. The second storage unit includes a nonvolatile third storage unit having an area for storing a duplicate of the data to be written by the write process; and a nonvolatile fourth storage unit having a work area for the write process or the read process and having a higher read/write speed than the third storage unit.